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178.58 671.73 R V 178.58 637.72 212.6 671.73 R V 212.59 637.72 246.61 671.73 R V 246.61 637.72 280.63 671.73 R V 144.56 569.69 178.58 603.7 R V 178.58 569.69 212.6 603.7 R V 90 450 57.53 57.53 365.57 586.79 G 144.56 535.67 178.58 569.69 R V 178.58 535.67 212.6 569.69 R V 246.61 501.65 280.63 535.67 R 4 X V 246.61 501.65 280.63 535.67 R V 212.59 467.64 246.61 501.65 R V 212.59 467.64 246.61 501.65 R V 246.61 467.64 280.63 501.65 R V 246.61 467.64 280.63 501.65 R V 280.63 467.64 314.64 501.65 R V 280.63 467.64 314.64 501.65 R V 246.61 433.62 280.63 467.64 R V 246.61 433.62 280.63 467.64 R V 5 X 90 450 38.34 38.34 399.64 450.67 G 110.55 399.61 450.7 739.77 R 0.2 H 0 Z 0 X N 255.37 488.81 269.06 484.93 2 L 2 Z N 255.37 488.81 255.17 479.12 2 L N 374.82 573.09 380.75 584.06 2 L N 255.37 488.81 250.41 497.57 2 L N 400.67 551.4 408.04 559 2 L N 228.35 644.8 224.36 656.68 2 L N 255.17 479.12 248.96 470.45 2 L N 404.56 446.75 390.47 452.67 2 L N 279.27 470.36 267.53 473.48 2 L N 269.06 484.93 267.53 473.48 2 L N 321.84 560.93 321.56 573.29 2 L N 318.24 595.14 321.27 607.87 2 L N 249.64 657.25 253.33 669.21 2 L N 279.27 470.36 288.11 478.52 2 L N 283.55 497.97 285.39 487.65 2 L N 269.06 484.93 285.39 487.65 2 L N 288.11 478.52 285.39 487.65 2 L N 408.04 559 398.04 571.44 2 L N 181.3 645.2 171.49 643.76 2 L N 380.75 584.06 377.23 598.74 2 L N 187.14 598.17 175.86 596.13 2 L N 269.06 484.93 263.73 496.13 2 L N 255.37 488.81 263.73 496.13 2 L N 250.41 497.57 242.05 494.37 2 L N 255.37 488.81 242.05 494.37 2 L N 234 486.4 242.05 494.37 2 L N 253.33 669.21 260.61 673.01 2 L N 249.64 657.25 260.61 673.01 2 L N 367.34 617.59 380.35 610.11 2 L N 395.6 608.18 380.35 610.11 2 L N 377.23 598.74 380.35 610.11 2 L N 181.3 645.2 188.78 655.41 2 L N 267.53 473.48 259.05 466.56 2 L N 255.17 479.12 259.05 466.56 2 L N 248.96 470.45 259.05 466.56 2 L N 413.4 681.34 405.32 676.49 2 L N 380.75 584.06 390.55 595.45 2 L N 395.6 608.18 390.55 595.45 2 L N 377.23 598.74 390.55 595.45 2 L N 185.89 576.21 177.81 562.97 2 L N 160.81 573.48 177.81 562.97 2 L N 160.81 573.48 150.52 565.01 2 L N 259.05 466.56 262.77 455.59 2 L N 354.02 603.42 342.45 614.3 2 L N 342.45 614.3 337.49 602.54 2 L N 354.02 603.42 337.49 602.54 2 L N 346.53 576.77 346.25 588.74 2 L N 374.82 573.09 364.62 582.33 2 L N 395.6 480.57 406.4 481.84 2 L N 373.26 442.95 365.18 453.95 2 L N 267.53 473.48 274.9 476.09 2 L N 279.27 470.36 274.9 476.09 2 L N 269.06 484.93 274.9 476.09 2 L N 288.11 478.52 274.9 476.09 2 L N 404.56 446.75 397.27 435.38 2 L N 390.47 452.67 385.2 442.55 2 L N 373.26 442.95 385.2 442.55 2 L N 397.27 435.38 385.2 442.55 2 L N 285.39 487.65 290.07 493.77 2 L N 283.55 497.97 290.07 493.77 2 L N 346.53 576.77 330.97 582.33 2 L N 318.24 595.14 330.97 582.33 2 L N 321.56 573.29 330.97 582.33 2 L N 398.04 571.44 389.87 565.69 2 L N 364.22 535.39 354.7 537.12 2 L N 253.41 438.1 249.84 450.63 2 L N 390.16 701.07 399.88 689.82 2 L N 405.32 676.49 399.88 689.82 2 L N 388.91 679.7 399.88 689.82 2 L N 399.88 689.82 408.52 696.62 2 L N 283.55 497.97 270.73 503.89 2 L N 269.06 516.62 270.73 503.89 2 L N 263.73 496.13 270.73 503.89 2 L N 276.86 663.17 276.26 674.54 2 L N 272.77 699.14 260.33 700.79 2 L N 267.53 473.48 270.62 462.59 2 L N 279.27 470.36 270.62 462.59 2 L N 262.77 455.59 270.62 462.59 2 L N 218.83 497.37 222.63 488.13 2 L N 234 486.4 222.63 488.13 2 L N 364.22 535.39 377.34 536.55 2 L N 276.26 674.54 267.42 688.74 2 L N 260.61 673.01 267.42 688.74 2 L N 272.77 699.14 267.42 688.74 2 L N 260.33 700.79 267.42 688.74 2 L N 359.06 558.04 346.93 555 2 L N 401.83 465.68 414.76 458.8 2 L N 404.56 446.75 414.76 458.8 2 L N 367.34 617.59 355.57 615.07 2 L N 354.02 603.42 355.57 615.07 2 L N 342.45 614.3 355.57 615.07 2 L N 342.45 614.3 331.65 625.95 2 L N 285.39 487.65 298.71 480.48 2 L N 288.11 478.52 298.71 480.48 2 L N 307.75 471.13 298.71 480.48 2 L N 346.93 555 338.85 545.48 2 L N 354.7 537.12 338.85 545.48 2 L N 409.8 421.77 406.88 435.18 2 L N 404.56 446.75 406.88 435.18 2 L N 397.27 435.38 406.88 435.18 2 L N 364.62 582.33 354.7 583.77 2 L N 346.53 576.77 354.7 583.77 2 L N 346.25 588.74 354.7 583.77 2 L N 400.76 622.35 390.55 632.87 2 L N 359.06 558.04 372.47 558.21 2 L N 374.82 573.09 372.47 558.21 2 L N 365.18 453.95 375.87 457.63 2 L N 390.47 452.67 375.87 457.63 2 L N 373.26 442.95 375.87 457.63 2 L N 390.55 595.45 395.4 583.49 2 L N 380.75 584.06 395.4 583.49 2 L N 398.04 571.44 395.4 583.49 2 L N 185.89 576.21 174.5 584.94 2 L N 175.86 596.13 174.5 584.94 2 L N 185.89 576.21 192.18 561.44 2 L N 177.81 562.97 192.18 561.44 2 L N 417.68 580.77 418.25 593.41 2 L N 372.47 558.21 382.59 559.48 2 L N 389.87 565.69 382.59 559.48 2 L N 174.5 584.94 166.93 594.77 2 L N 175.86 596.13 166.93 594.77 2 L N 174.5 584.94 162.25 585.82 2 L N 160.81 573.48 162.25 585.82 2 L N 166.93 594.77 162.25 585.82 2 L N 224.36 656.68 227.96 667.57 2 L N 418.25 593.41 404.84 598.66 2 L N 390.55 595.45 404.84 598.66 2 L N 395.6 608.18 404.84 598.66 2 L N 174.89 539.47 187.25 550.04 2 L N 177.81 562.97 187.25 550.04 2 L N 192.18 561.44 187.25 550.04 2 L N 192.18 561.44 206.47 556.48 2 L N 205.79 566.28 206.47 556.48 2 L N 204.94 543.64 206.47 556.48 2 L N 414.76 458.8 418.45 448.11 2 L N 404.56 446.75 418.45 448.11 2 L N 227.96 667.57 241.28 662.89 2 L N 249.64 657.25 241.28 662.89 2 L N 253.33 669.21 241.28 662.89 2 L N 202.79 645.29 216.59 651.32 2 L N 228.35 644.8 216.59 651.32 2 L N 224.36 656.68 216.59 651.32 2 L N 414.76 458.8 427.38 454.03 2 L N 285.39 487.65 279.46 481.25 2 L N 288.11 478.52 279.46 481.25 2 L N 269.06 484.93 279.46 481.25 2 L N 274.9 476.09 279.46 481.25 2 L N 398.04 571.44 409.2 569.6 2 L N 408.04 559 409.2 569.6 2 L N 377.34 536.55 388.6 547.83 2 L N 400.67 551.4 388.6 547.83 2 L N 382.59 559.48 388.6 547.83 2 L N 177.81 562.97 167.32 553.16 2 L N 390.55 632.87 377.15 638 2 L N 263.73 496.13 261.1 505.14 2 L N 250.41 497.57 261.1 505.14 2 L N 269.06 516.62 261.1 505.14 2 L N 270.73 503.89 261.1 505.14 2 L N 175.86 596.13 181.9 589.22 2 L N 187.14 598.17 181.9 589.22 2 L N 185.89 576.21 181.9 589.22 2 L N 174.5 584.94 181.9 589.22 2 L N 167.32 553.16 167.41 543.55 2 L N 174.89 539.47 167.41 543.55 2 L N 155.65 541.11 167.41 543.55 2 L N 267.42 688.74 276.46 688.54 2 L N 276.26 674.54 276.46 688.54 2 L N 272.77 699.14 276.46 688.54 2 L N 262.77 455.59 255.45 452.76 2 L N 259.05 466.56 255.45 452.76 2 L N 253.41 438.1 255.45 452.76 2 L N 249.84 450.63 255.45 452.76 2 L N 359.06 558.04 358.1 573.29 2 L N 346.53 576.77 358.1 573.29 2 L N 364.62 582.33 358.1 573.29 2 L N 385.2 442.55 380.35 449.19 2 L N 390.47 452.67 380.35 449.19 2 L N 373.26 442.95 380.35 449.19 2 L N 375.87 457.63 380.35 449.19 2 L N 150.52 565.01 149.15 555.6 2 L N 397.27 435.38 396.76 419.42 2 L N 409.8 421.77 396.76 419.42 2 L N 386.39 422.34 396.76 419.42 2 L N 228.35 644.8 241.37 646.28 2 L N 367.34 617.59 379.75 619.26 2 L N 380.35 610.11 379.75 619.26 2 L N 249.64 657.25 249.84 647.44 2 L N 268.21 643.56 249.84 647.44 2 L N 228.35 644.8 249.84 647.44 2 L N 241.37 646.28 249.84 647.44 2 L N 346.53 576.77 337.09 564.64 2 L N 321.84 560.93 337.09 564.64 2 L N 346.93 555 337.09 564.64 2 L N 188.78 655.41 177.62 656.97 2 L N 181.3 645.2 177.62 656.97 2 L N 173.45 666.01 177.62 656.97 2 L N 234 486.4 229.32 473.17 2 L N 354.7 537.12 356.82 546.27 2 L N 364.22 535.39 356.82 546.27 2 L N 359.06 558.04 356.82 546.27 2 L N 346.93 555 356.82 546.27 2 L N 242.05 494.37 246.33 487.77 2 L N 255.37 488.81 246.33 487.77 2 L N 234 486.4 246.33 487.77 2 L N 255.17 479.12 246.33 487.77 2 L N 270.62 462.59 276.37 452.67 2 L N 249.84 450.63 251.77 460.07 2 L N 259.05 466.56 251.77 460.07 2 L N 248.96 470.45 251.77 460.07 2 L N 255.45 452.76 251.77 460.07 2 L N 298.71 480.48 293.18 471.52 2 L N 288.11 478.52 293.18 471.52 2 L N 270.62 462.59 269.66 451.11 2 L N 262.77 455.59 269.66 451.11 2 L N 275.1 438.87 269.66 451.11 2 L N 276.37 452.67 269.66 451.11 2 L N 249.64 657.25 235.24 654.44 2 L N 224.36 656.68 235.24 654.44 2 L N 228.35 644.8 235.24 654.44 2 L N 241.28 662.89 235.24 654.44 2 L N 260.61 673.01 251.68 682.34 2 L N 253.33 669.21 251.68 682.34 2 L N 267.42 688.74 259.85 685.94 2 L N 260.61 673.01 259.85 685.94 2 L N 251.68 682.34 259.85 685.94 2 L N 260.33 700.79 250.21 698.35 2 L N 188.78 655.41 195.3 666.97 2 L N 211.91 667.06 195.3 666.97 2 L N 337.09 564.64 334.48 573.77 2 L N 321.56 573.29 334.48 573.77 2 L N 346.53 576.77 334.48 573.77 2 L N 330.97 582.33 334.48 573.77 2 L N 251.77 460.07 249.73 463.16 2 L N 249.84 450.63 249.73 463.16 2 L N 248.96 470.45 249.73 463.16 2 L N 248.96 470.45 239.64 473.68 2 L N 171.49 643.76 169.85 651.61 2 L N 181.3 645.2 169.85 651.61 2 L N 177.62 656.97 169.85 651.61 2 L N 404.84 598.66 401.92 590.49 2 L N 390.55 595.45 401.92 590.49 2 L N 395.4 583.49 401.92 590.49 2 L N 399.88 689.82 389.67 692.23 2 L N 390.16 701.07 389.67 692.23 2 L N 388.91 679.7 389.67 692.23 2 L N 216.59 651.32 216.68 641.12 2 L N 202.79 645.29 216.68 641.12 2 L N 228.35 644.8 216.68 641.12 2 L N 401.83 465.68 401.92 455.88 2 L N 390.47 452.67 401.92 455.88 2 L N 404.56 446.75 401.92 455.88 2 L N 414.76 458.8 401.92 455.88 2 L N 204.74 580.09 196.1 588.93 2 L N 185.89 576.21 196.1 588.93 2 L N 187.14 598.17 196.1 588.93 2 L N 206.47 556.48 197.74 552.48 2 L N 192.18 561.44 197.74 552.48 2 L N 204.94 543.64 197.74 552.48 2 L N 187.25 550.04 197.74 552.48 2 L N 187.25 550.04 190.26 542.28 2 L N 174.89 539.47 190.26 542.28 2 L N 204.94 543.64 190.26 542.28 2 L N 275.1 438.87 262.77 438.78 2 L N 253.41 438.1 262.77 438.78 2 L N 401.83 465.68 391.04 469.6 2 L N 395.6 480.57 391.04 469.6 2 L N 390.47 452.67 391.04 469.6 2 L N 338.85 545.48 338.57 555.48 2 L N 346.93 555 338.57 555.48 2 L N 337.09 564.64 338.57 555.48 2 L N 177.81 562.97 173.65 573.85 2 L N 160.81 573.48 173.65 573.85 2 L N 185.89 576.21 173.65 573.85 2 L N 174.5 584.94 173.65 573.85 2 L N 298.71 480.48 295.99 490.29 2 L N 310.48 495.62 295.99 490.29 2 L N 285.39 487.65 295.99 490.29 2 L N 290.07 493.77 295.99 490.29 2 L N 260.61 673.01 262.77 658.21 2 L N 249.64 657.25 262.77 658.21 2 L N 268.21 643.56 262.77 658.21 2 L N 167.32 553.16 163.81 563.85 2 L N 177.81 562.97 163.81 563.85 2 L N 160.81 573.48 163.81 563.85 2 L N 331.65 625.95 331.57 613.42 2 L N 342.45 614.3 331.57 613.42 2 L N 321.27 607.87 331.57 613.42 2 L N 337.49 602.54 331.57 613.42 2 L N 242.05 494.37 236.41 497.86 2 L N 250.41 497.57 236.41 497.86 2 L N 187.25 550.04 176.06 551.4 2 L N 174.89 539.47 176.06 551.4 2 L N 177.81 562.97 176.06 551.4 2 L N 167.32 553.16 176.06 551.4 2 L N 398.04 571.44 385.51 575.41 2 L N 380.75 584.06 385.51 575.41 2 L N 374.82 573.09 385.51 575.41 2 L N 389.87 565.69 385.51 575.41 2 L N 404.84 598.66 403.2 609.54 2 L N 395.6 608.18 403.2 609.54 2 L N 249.84 647.44 260.22 641.2 2 L N 268.21 643.56 260.22 641.2 2 L N 356.82 546.27 365.47 543.24 2 L N 364.22 535.39 365.47 543.24 2 L N 377.34 536.55 365.47 543.24 2 L N 380.35 610.11 384.71 602.74 2 L N 377.23 598.74 384.71 602.74 2 L N 390.55 595.45 384.71 602.74 2 L N 403.2 609.54 413.88 609.54 2 L N 260.22 641.2 251 641.2 2 L N 249.84 647.44 251 641.2 2 L N 241.37 646.28 251 641.2 2 L N 377.15 638 370.23 629.64 2 L N 367.34 617.59 370.23 629.64 2 L N 331.57 613.42 325.53 621.48 2 L N 331.65 625.95 325.53 621.48 2 L N 229.32 473.17 224.07 478.44 2 L N 222.63 488.13 224.07 478.44 2 L N 216.99 472.8 224.07 478.44 2 L N 160.81 573.48 150.8 574.36 2 L N 148.16 587.18 150.8 574.36 2 L N 388.6 547.83 379.87 549.36 2 L N 382.59 559.48 379.87 549.36 2 L N 372.47 558.21 379.87 549.36 2 L N 377.34 536.55 379.87 549.36 2 L N 261.1 505.14 257.41 512.45 2 L N 250.41 497.57 257.41 512.45 2 L N 269.06 516.62 257.41 512.45 2 L N 148.16 587.18 149.72 599.14 2 L N 169.85 651.61 159.73 651.24 2 L N 171.49 643.76 159.73 651.24 2 L N 151.37 644.52 159.73 651.24 2 L N 159.73 651.24 148.28 654.92 2 L N 151.37 644.52 148.28 654.92 2 L N 241.28 662.89 244.88 668.73 2 L N 227.96 667.57 244.88 668.73 2 L N 253.33 669.21 244.88 668.73 2 L N 149.72 599.14 155.76 592.62 2 L N 162.25 585.82 155.76 592.62 2 L N 166.93 594.77 155.76 592.62 2 L N 148.16 587.18 155.76 592.62 2 L N 192.18 561.44 196.58 571.73 2 L N 205.79 566.28 196.58 571.73 2 L N 185.89 576.21 196.58 571.73 2 L N 196.58 571.73 207.26 573.85 2 L N 204.74 580.09 207.26 573.85 2 L N 205.79 566.28 207.26 573.85 2 L N 346.93 555 351.97 564.33 2 L N 359.06 558.04 351.97 564.33 2 L N 346.53 576.77 351.97 564.33 2 L N 358.1 573.29 351.97 564.33 2 L N 406.4 481.84 412.24 469.96 2 L N 401.83 465.68 412.24 469.96 2 L N 423.8 473.28 412.24 469.96 2 L N 414.76 458.8 412.24 469.96 2 L N 370.23 629.64 361.89 627.12 2 L N 367.34 617.59 361.89 627.12 2 L N 196.58 571.73 199.1 564.53 2 L N 192.18 561.44 199.1 564.53 2 L N 205.79 566.28 199.1 564.53 2 L N 206.47 556.48 199.1 564.53 2 L N 257.41 512.45 251.29 512.62 2 L N 377.23 598.74 368.87 606.71 2 L N 367.34 617.59 368.87 606.71 2 L N 354.02 603.42 368.87 606.71 2 L N 380.35 610.11 368.87 606.71 2 L N 196.1 588.93 205.03 587.86 2 L N 205.9 599.54 205.03 587.86 2 L N 204.74 580.09 205.03 587.86 2 L N 298.71 480.48 310.39 477.36 2 L N 307.75 471.13 310.39 477.36 2 L N 246.33 487.77 242.36 482.01 2 L N 255.17 479.12 242.36 482.01 2 L N 234 486.4 242.36 482.01 2 L N 239.64 473.68 242.36 482.01 2 L N 346.25 588.74 333.12 591.26 2 L N 337.49 602.54 333.12 591.26 2 L N 318.24 595.14 333.12 591.26 2 L N 330.97 582.33 333.12 591.26 2 L N 268.21 643.56 275.18 645.8 2 L N 337.49 602.54 326.89 600.1 2 L N 321.27 607.87 326.89 600.1 2 L N 318.24 595.14 326.89 600.1 2 L N 333.12 591.26 326.89 600.1 2 L N 408.52 696.62 398.04 699.63 2 L N 399.88 689.82 398.04 699.63 2 L N 390.16 701.07 398.04 699.63 2 L N 313.68 583.69 320.96 583.58 2 L N 330.97 582.33 320.96 583.58 2 L N 321.56 573.29 320.96 583.58 2 L N 318.24 595.14 320.96 583.58 2 L N 372.47 558.21 369.55 548.68 2 L N 377.34 536.55 369.55 548.68 2 L N 359.06 558.04 369.55 548.68 2 L N 365.47 543.24 369.55 548.68 2 L N 370.23 629.64 377.23 625.76 2 L N 390.55 632.87 377.23 625.76 2 L N 367.34 617.59 377.23 625.76 2 L N 379.75 619.26 377.23 625.76 2 L N 395.4 583.49 406.88 577.37 2 L N 398.04 571.44 406.88 577.37 2 L N 417.68 580.77 406.88 577.37 2 L N 409.2 569.6 406.88 577.37 2 L N 276.26 674.54 269.06 668.53 2 L N 260.61 673.01 269.06 668.53 2 L N 276.86 663.17 269.06 668.53 2 L N 262.77 658.21 269.06 668.53 2 L N 373.26 442.95 374.51 431.38 2 L N 337.09 564.64 327.68 566.88 2 L N 321.56 573.29 327.68 566.88 2 L N 321.84 560.93 327.68 566.88 2 L N 334.48 573.77 327.68 566.88 2 L N 380.35 610.11 390.27 615.55 2 L N 400.76 622.35 390.27 615.55 2 L N 395.6 608.18 390.27 615.55 2 L N 379.75 619.26 390.27 615.55 2 L N 379.75 619.26 389.79 622.27 2 L N 390.55 632.87 389.79 622.27 2 L N 400.76 622.35 389.79 622.27 2 L N 390.27 615.55 389.79 622.27 2 L N 375.87 457.63 382.87 463.95 2 L N 380.63 475.8 382.87 463.95 2 L N 390.47 452.67 382.87 463.95 2 L N 391.04 469.6 382.87 463.95 2 L N 377.23 598.74 368.19 593.5 2 L N 380.75 584.06 368.19 593.5 2 L N 354.02 603.42 368.19 593.5 2 L N 364.62 582.33 368.19 593.5 2 L N 267.42 688.74 269.17 676.69 2 L N 276.26 674.54 269.17 676.69 2 L N 260.61 673.01 269.17 676.69 2 L N 269.06 668.53 269.17 676.69 2 L N 368.87 606.71 365.18 601.86 2 L N 377.23 598.74 365.18 601.86 2 L N 354.02 603.42 365.18 601.86 2 L N 368.19 593.5 365.18 601.86 2 L N 259.85 685.94 258.97 693.7 2 L N 267.42 688.74 258.97 693.7 2 L N 260.33 700.79 258.97 693.7 2 L N 250.21 698.35 258.97 693.7 2 L N 269.06 516.62 266.34 530.03 2 L N 375.87 457.63 369.18 466 2 L N 354.7 583.77 355.46 590.38 2 L N 346.25 588.74 355.46 590.38 2 L N 354.02 603.42 355.46 590.38 2 L N 364.62 582.33 355.46 590.38 2 L N 266.34 530.03 262.09 522.26 2 L N 269.06 516.62 262.09 522.26 2 L N 257.41 512.45 262.09 522.26 2 L N 224.07 478.44 217.47 485.41 2 L N 222.63 488.13 217.47 485.41 2 L N 216.99 472.8 217.47 485.41 2 L N 377.23 625.76 379.07 631.51 2 L N 370.23 629.64 379.07 631.51 2 L N 390.55 632.87 379.07 631.51 2 L N 377.15 638 379.07 631.51 2 L N 401.92 590.49 406.4 584.85 2 L N 395.4 583.49 406.4 584.85 2 L N 417.68 580.77 406.4 584.85 2 L N 406.88 577.37 406.4 584.85 2 L N 261.1 505.14 256.05 498.45 2 L N 263.73 496.13 256.05 498.45 2 L N 250.41 497.57 256.05 498.45 2 L N 255.37 488.81 256.05 498.45 2 L N 239.64 473.68 247.21 477.36 2 L N 248.96 470.45 247.21 477.36 2 L N 255.17 479.12 247.21 477.36 2 L N 242.36 482.01 247.21 477.36 2 L N 355.57 615.07 356.25 622.67 2 L N 367.34 617.59 356.25 622.67 2 L N 346.73 632.67 356.25 622.67 2 L N 285.39 487.65 274.9 492.53 2 L N 283.55 497.97 274.9 492.53 2 L N 269.06 484.93 274.9 492.53 2 L N 270.73 503.89 274.9 492.53 2 L N 188.78 655.41 200.55 657.16 2 L N 202.79 645.29 200.55 657.16 2 L N 211.91 667.06 200.55 657.16 2 L N 195.3 666.97 200.55 657.16 2 L N 427.38 454.03 427.49 463.95 2 L N 414.76 458.8 427.49 463.95 2 L N 423.8 473.28 427.49 463.95 2 L N 355.57 615.07 348.29 622.07 2 L N 342.45 614.3 348.29 622.07 2 L N 346.73 632.67 348.29 622.07 2 L N 356.25 622.67 348.29 622.07 2 L N 295.99 490.29 298.99 496.81 2 L N 290.07 493.77 298.99 496.81 2 L N 310.48 495.62 298.99 496.81 2 L N 406.88 435.18 413.4 439.46 2 L N 404.56 446.75 413.4 439.46 2 L N 270.73 503.89 269.46 496.81 2 L N 263.73 496.13 269.46 496.81 2 L N 274.9 492.53 269.46 496.81 2 L N 269.06 516.62 278.02 516.71 2 L N 348.29 622.07 342.05 623.35 2 L N 342.45 614.3 342.05 623.35 2 L N 346.73 632.67 342.05 623.35 2 L N 331.65 625.95 342.05 623.35 2 L N 358.1 573.29 364.79 570.76 2 L N 359.06 558.04 364.79 570.76 2 L N 374.82 573.09 364.79 570.76 2 L N 364.62 582.33 364.79 570.76 2 L N 169.85 651.61 168.49 660.25 2 L N 177.62 656.97 168.49 660.25 2 L N 173.45 666.01 168.49 660.25 2 L N 399.88 689.82 397.75 679.13 2 L N 388.91 679.7 397.75 679.13 2 L N 405.32 676.49 397.75 679.13 2 L N 229.32 473.17 221.64 470.28 2 L N 216.99 472.8 221.64 470.28 2 L N 177.62 656.97 185.21 661.93 2 L N 173.45 666.01 185.21 661.93 2 L N 188.78 655.41 185.21 661.93 2 L N 195.3 666.97 185.21 661.93 2 L N 364.79 570.76 368.19 565.01 2 L N 359.06 558.04 368.19 565.01 2 L N 374.82 573.09 368.19 565.01 2 L N 372.47 558.21 368.19 565.01 2 L N 365.47 543.24 363.06 549.19 2 L N 356.82 546.27 363.06 549.19 2 L N 359.06 558.04 363.06 549.19 2 L N 369.55 548.68 363.06 549.19 2 L N 185.21 661.93 182.49 666.89 2 L N 195.3 666.97 182.49 666.89 2 L N 173.45 666.01 182.49 666.89 2 L N 173.65 573.85 166.65 579.01 2 L N 174.5 584.94 166.65 579.01 2 L N 160.81 573.48 166.65 579.01 2 L N 162.25 585.82 166.65 579.01 2 L N 224.07 478.44 228.64 481.25 2 L N 229.32 473.17 228.64 481.25 2 L N 234 486.4 228.64 481.25 2 L N 149.15 555.6 156.92 558.89 2 L N 167.32 553.16 156.92 558.89 2 L N 150.52 565.01 156.92 558.89 2 L N 163.81 563.85 156.92 558.89 2 L N 275.18 645.8 269.94 653.36 2 L N 262.77 658.21 269.94 653.36 2 L N 268.21 643.56 269.94 653.36 2 L N 276.86 663.17 269.94 653.36 2 L N 167.41 543.55 158.28 548.2 2 L N 167.32 553.16 158.28 548.2 2 L N 155.65 541.11 158.28 548.2 2 L N 149.15 555.6 158.28 548.2 2 L N 159.73 651.24 161.88 645.6 2 L N 171.49 643.76 161.88 645.6 2 L N 151.37 644.52 161.88 645.6 2 L N 331.57 613.42 328.16 605.66 2 L N 337.49 602.54 328.16 605.66 2 L N 321.27 607.87 328.16 605.66 2 L N 326.89 600.1 328.16 605.66 2 L N 423.8 473.28 418.64 477.25 2 L N 338.57 555.48 332.24 558.12 2 L N 337.09 564.64 332.24 558.12 2 L N 321.84 560.93 332.24 558.12 2 L N 269.46 496.81 268.21 492.73 2 L N 263.73 496.13 268.21 492.73 2 L N 269.06 484.93 268.21 492.73 2 L N 274.9 492.53 268.21 492.73 2 L N 388.6 547.83 390.07 540.91 2 L N 377.34 536.55 390.07 540.91 2 L N 385.2 442.55 385.03 431.19 2 L N 397.27 435.38 385.03 431.19 2 L N 386.39 422.34 385.03 431.19 2 L N 374.51 431.38 385.03 431.19 2 L N 310.39 477.36 310.48 487.65 2 L N 298.71 480.48 310.48 487.65 2 L N 310.48 495.62 310.48 487.65 2 L N 390.07 540.91 395.03 545.28 2 L N 388.6 547.83 395.03 545.28 2 L N 400.67 551.4 395.03 545.28 2 L N 332.24 558.12 330.8 553.27 2 L N 338.57 555.48 330.8 553.27 2 L N 321.84 560.93 330.8 553.27 2 L N 382.59 559.48 390.64 557.24 2 L N 389.87 565.69 390.64 557.24 2 L N 400.67 551.4 390.64 557.24 2 L N 388.6 547.83 390.64 557.24 2 L N 251.29 512.62 256.93 520.7 2 L N 257.41 512.45 256.93 520.7 2 L N 262.09 522.26 256.93 520.7 2 L N 418.64 477.25 413.4 476 2 L N 412.24 469.96 413.4 476 2 L N 406.4 481.84 413.4 476 2 L N 216.59 651.32 206.98 654.73 2 L N 202.79 645.29 206.98 654.73 2 L N 211.91 667.06 206.98 654.73 2 L N 200.55 657.16 206.98 654.73 2 L N 369.55 548.68 375.3 546.47 2 L N 372.47 558.21 375.3 546.47 2 L N 377.34 536.55 375.3 546.47 2 L N 379.87 549.36 375.3 546.47 2 L N 241.28 662.89 231.47 661.53 2 L N 227.96 667.57 231.47 661.53 2 L N 224.36 656.68 231.47 661.53 2 L N 235.24 654.44 231.47 661.53 2 L N 216.59 651.32 218.35 662.01 2 L N 224.36 656.68 218.35 662.01 2 L N 211.91 667.06 218.35 662.01 2 L N 385.03 431.19 391.52 425.86 2 L N 397.27 435.38 391.52 425.86 2 L N 386.39 422.34 391.52 425.86 2 L N 396.76 419.42 391.52 425.86 2 L N 159.73 651.24 162.45 659.97 2 L N 169.85 651.61 162.45 659.97 2 L N 168.49 660.25 162.45 659.97 2 L N 206.98 654.73 211.15 658.81 2 L N 216.59 651.32 211.15 658.81 2 L N 211.91 667.06 211.15 658.81 2 L N 218.35 662.01 211.15 658.81 2 L N 262.77 438.78 261.21 444.22 2 L N 262.77 455.59 261.21 444.22 2 L N 253.41 438.1 261.21 444.22 2 L N 404.84 598.66 411.73 590.86 2 L N 418.25 593.41 411.73 590.86 2 L N 417.68 580.77 411.73 590.86 2 L N 401.92 590.49 411.73 590.86 2 L N 399.88 689.82 406.88 686.79 2 L N 405.32 676.49 406.88 686.79 2 L N 413.4 681.34 406.88 686.79 2 L N 408.52 696.62 406.88 686.79 2 L N 397.27 435.38 395.8 443.43 2 L N 390.47 452.67 395.8 443.43 2 L N 404.56 446.75 395.8 443.43 2 L N 385.2 442.55 395.8 443.43 2 L N 249.84 647.44 258.69 651.41 2 L N 249.64 657.25 258.69 651.41 2 L N 262.77 658.21 258.69 651.41 2 L N 162.45 659.97 157.01 658.81 2 L N 159.73 651.24 157.01 658.81 2 L N 153.32 668.53 157.01 658.81 2 L N 148.28 654.92 157.01 658.81 2 L N 157.01 658.81 152.16 661.53 2 L N 148.28 654.92 152.16 661.53 2 L N 153.32 668.53 152.16 661.53 2 L N 155.76 592.62 158.17 598.54 2 L N 149.72 599.14 158.17 598.54 2 L N 166.93 594.77 158.17 598.54 2 L N 276.37 452.67 276.54 463.84 2 L N 270.62 462.59 276.54 463.84 2 L N 279.27 470.36 276.54 463.84 2 L N 150.8 574.36 154.48 579.81 2 L N 162.25 585.82 154.48 579.81 2 L N 148.16 587.18 154.48 579.81 2 L N 160.81 573.48 154.48 579.81 2 L N 413.88 609.54 415.73 602.14 2 L N 404.84 598.66 415.73 602.14 2 L N 418.25 593.41 415.73 602.14 2 L N 310.48 487.65 302.79 487.57 2 L N 298.71 480.48 302.79 487.57 2 L N 310.48 495.62 302.79 487.57 2 L N 295.99 490.29 302.79 487.57 2 L N 196.1 588.93 196.86 597.3 2 L N 205.9 599.54 196.86 597.3 2 L N 187.14 598.17 196.86 597.3 2 L N 278.02 516.71 278.3 506.02 2 L N 270.73 503.89 278.3 506.02 2 L N 283.55 497.97 278.3 506.02 2 L N 261.21 444.22 267.42 446.83 2 L N 262.77 455.59 267.42 446.83 2 L N 275.1 438.87 267.42 446.83 2 L N 269.66 451.11 267.42 446.83 2 L N 342.05 623.35 338.28 629.55 2 L N 331.65 625.95 338.28 629.55 2 L N 346.73 632.67 338.28 629.55 2 L N 261.21 444.22 268.49 441.31 2 L N 262.77 438.78 268.49 441.31 2 L N 275.1 438.87 268.49 441.31 2 L N 267.42 446.83 268.49 441.31 2 L N 391.04 469.6 395.91 460.44 2 L N 401.83 465.68 395.91 460.44 2 L N 390.47 452.67 395.91 460.44 2 L N 401.92 455.88 395.91 460.44 2 L N 368.19 593.5 360.02 592.05 2 L N 364.62 582.33 360.02 592.05 2 L N 354.02 603.42 360.02 592.05 2 L N 355.46 590.38 360.02 592.05 2 L N 406.88 686.79 412.52 689.9 2 L N 408.52 696.62 412.52 689.9 2 L N 413.4 681.34 412.52 689.9 2 L N 370.23 629.64 369.46 639.48 2 L N 377.15 638 369.46 639.48 2 L N 356.06 639.67 369.46 639.48 2 L N 255.17 479.12 261.58 482.32 2 L N 269.06 484.93 261.58 482.32 2 L N 255.37 488.81 261.58 482.32 2 L N 267.53 473.48 261.58 482.32 2 L N 337.09 564.64 345.17 564.92 2 L N 346.93 555 345.17 564.92 2 L N 346.53 576.77 345.17 564.92 2 L N 351.97 564.33 345.17 564.92 2 L N 369.46 639.48 364.11 635.19 2 L N 370.23 629.64 364.11 635.19 2 L N 356.06 639.67 364.11 635.19 2 L N 361.89 627.12 364.11 635.19 2 L N 196.86 597.3 202.7 593.98 2 L N 196.1 588.93 202.7 593.98 2 L N 205.9 599.54 202.7 593.98 2 L N 205.03 587.86 202.7 593.98 2 L N 355.57 615.07 361.21 609.34 2 L N 367.34 617.59 361.21 609.34 2 L N 354.02 603.42 361.21 609.34 2 L N 368.87 606.71 361.21 609.34 2 L N 396.76 419.42 403.68 426.34 2 L N 397.27 435.38 403.68 426.34 2 L N 409.8 421.77 403.68 426.34 2 L N 406.88 435.18 403.68 426.34 2 L N 293.18 471.52 301.35 474.16 2 L N 298.71 480.48 301.35 474.16 2 L N 307.75 471.13 301.35 474.16 2 L N 156.92 558.89 158 554.12 2 L N 149.15 555.6 158 554.12 2 L N 167.32 553.16 158 554.12 2 L N 158.28 548.2 158 554.12 2 L N 158.28 548.2 150.88 546.56 2 L N 149.15 555.6 150.88 546.56 2 L N 155.65 541.11 150.88 546.56 2 L N 355.46 590.38 347.01 596.5 2 L N 346.25 588.74 347.01 596.5 2 L N 354.02 603.42 347.01 596.5 2 L N 337.49 602.54 347.01 596.5 2 L N 333.12 591.26 339.73 595.06 2 L N 346.25 588.74 339.73 595.06 2 L N 337.49 602.54 339.73 595.06 2 L N 347.01 596.5 339.73 595.06 2 L N 369.18 466 378.22 467.84 2 L N 375.87 457.63 378.22 467.84 2 L N 380.63 475.8 378.22 467.84 2 L N 382.87 463.95 378.22 467.84 2 L N 330.97 582.33 338.96 584.45 2 L N 346.25 588.74 338.96 584.45 2 L N 346.53 576.77 338.96 584.45 2 L N 333.12 591.26 338.96 584.45 2 L N 168.49 660.25 164.29 667.45 2 L N 173.45 666.01 164.29 667.45 2 L N 153.32 668.53 164.29 667.45 2 L N 162.45 659.97 161.57 664.85 2 L N 168.49 660.25 161.57 664.85 2 L N 153.32 668.53 161.57 664.85 2 L N 164.29 667.45 161.57 664.85 2 L N 242.05 494.37 229.8 495.25 2 L N 218.83 497.37 229.8 495.25 2 L N 234 486.4 229.8 495.25 2 L N 236.41 497.86 229.8 495.25 2 L N 364.11 635.19 358.1 633.55 2 L N 361.89 627.12 358.1 633.55 2 L N 356.06 639.67 358.1 633.55 2 L N 269.66 451.11 276.37 445.47 2 L N 276.37 452.67 276.37 445.47 2 L N 275.1 438.87 276.37 445.47 2 L N 266.34 530.03 272.58 523.62 2 L N 269.06 516.62 272.58 523.62 2 L N 261.21 444.22 258.18 447.31 2 L N 262.77 455.59 258.18 447.31 2 L N 253.41 438.1 258.18 447.31 2 L N 255.45 452.76 258.18 447.31 2 L N 406.88 435.18 413.68 431.58 2 L N 409.8 421.77 413.68 431.58 2 L N 421.45 426.54 413.68 431.58 2 L N 413.4 439.46 413.68 431.58 2 L N 413.68 431.58 420.57 433.82 2 L N 413.4 439.46 420.57 433.82 2 L N 421.45 426.54 420.57 433.82 2 L N 188.78 655.41 191.7 642.88 2 L N 181.3 645.2 191.7 642.88 2 L N 202.79 645.29 191.7 642.88 2 L N 200.55 657.16 196.38 649.88 2 L N 188.78 655.41 196.38 649.88 2 L N 202.79 645.29 196.38 649.88 2 L N 191.7 642.88 196.38 649.88 2 L N 406.4 584.85 410.57 587.29 2 L N 401.92 590.49 410.57 587.29 2 L N 417.68 580.77 410.57 587.29 2 L N 411.73 590.86 410.57 587.29 2 L N 413.88 609.54 409.4 604.1 2 L N 403.2 609.54 409.4 604.1 2 L N 404.84 598.66 409.4 604.1 2 L N 415.73 602.14 409.4 604.1 2 L N 181.9 589.22 187.42 587.77 2 L N 187.14 598.17 187.42 587.77 2 L N 185.89 576.21 187.42 587.77 2 L N 196.1 588.93 187.42 587.77 2 L N 196.1 588.93 194.82 579.98 2 L N 204.74 580.09 194.82 579.98 2 L N 185.89 576.21 194.82 579.98 2 L N 196.58 571.73 194.82 579.98 2 L N 391.04 469.6 387.63 477.84 2 L N 380.63 475.8 387.63 477.84 2 L N 395.6 480.57 387.63 477.84 2 L N 222.63 488.13 226.2 492.13 2 L N 218.83 497.37 226.2 492.13 2 L N 234 486.4 226.2 492.13 2 L N 229.8 495.25 226.2 492.13 2 L N 427.49 463.95 420.4 463.47 2 L N 414.76 458.8 420.4 463.47 2 L N 423.8 473.28 420.4 463.47 2 L N 412.24 469.96 420.4 463.47 2 L N 250.21 698.35 254.21 691.66 2 L N 259.85 685.94 254.21 691.66 2 L N 251.68 682.34 254.21 691.66 2 L N 258.97 693.7 254.21 691.66 2 L N 254.21 691.66 250.52 690.39 2 L N 250.21 698.35 250.52 690.39 2 L N 251.68 682.34 250.52 690.39 2 L N 320.96 583.58 316.2 589.22 2 L N 313.68 583.69 316.2 589.22 2 L N 318.24 595.14 316.2 589.22 2 L N 256.93 520.7 252.25 522.66 2 L N 251.29 512.62 252.25 522.66 2 L N 253.73 532.18 252.25 522.66 2 L N 272.58 523.62 270.54 529.07 2 L N 266.34 530.03 270.54 529.07 2 L N 274.33 531.87 270.54 529.07 2 L N 270.54 529.07 276.26 526.63 2 L N 272.58 523.62 276.26 526.63 2 L N 274.33 531.87 276.26 526.63 2 L N 320.96 583.58 316.8 577.94 2 L N 313.68 583.69 316.8 577.94 2 L N 321.56 573.29 316.8 577.94 2 L N 242.36 482.01 236.72 479.88 2 L N 239.64 473.68 236.72 479.88 2 L N 262.09 522.26 259.45 527.22 2 L N 266.34 530.03 259.45 527.22 2 L N 253.73 532.18 259.45 527.22 2 L N 256.93 520.7 259.45 527.22 2 L N 252.25 522.66 254.89 526.91 2 L N 256.93 520.7 254.89 526.91 2 L N 253.73 532.18 254.89 526.91 2 L N 259.45 527.22 254.89 526.91 2 L N 412.24 469.96 405.04 475.04 2 L N 406.4 481.84 405.04 475.04 2 L N 401.83 465.68 405.04 475.04 2 L N 395.6 480.57 405.04 475.04 2 L N 354.7 583.77 357.7 579.21 2 L N 364.62 582.33 357.7 579.21 2 L N 346.53 576.77 357.7 579.21 2 L N 358.1 573.29 357.7 579.21 2 L N 427.38 454.03 424.17 448.79 2 L N 414.76 458.8 424.17 448.79 2 L N 431.77 437.9 424.17 448.79 2 L N 418.45 448.11 424.17 448.79 2 L N 424.17 448.79 430.61 445.67 2 L N 427.38 454.03 430.61 445.67 2 L N 431.77 437.9 430.61 445.67 2 L N 424.17 448.79 424.37 442.47 2 L N 418.45 448.11 424.37 442.47 2 L N 431.77 437.9 424.37 442.47 2 L N 389.79 622.27 383.27 626.15 2 L N 379.75 619.26 383.27 626.15 2 L N 390.55 632.87 383.27 626.15 2 L N 377.23 625.76 383.27 626.15 2 L N 356.82 546.27 348.29 545.96 2 L N 346.93 555 348.29 545.96 2 L N 354.7 537.12 348.29 545.96 2 L N 338.85 545.48 348.29 545.96 2 L N 228.64 481.25 225.92 484.17 2 L N 222.63 488.13 225.92 484.17 2 L N 234 486.4 225.92 484.17 2 L N 224.07 478.44 225.92 484.17 2 L N 330.8 553.27 333.61 550.35 2 L N 338.85 545.48 333.61 550.35 2 L N 321.84 560.93 333.61 550.35 2 L N 338.57 555.48 333.61 550.35 2 L N 155.76 592.62 154.4 586.21 2 L N 162.25 585.82 154.4 586.21 2 L N 148.16 587.18 154.4 586.21 2 L N 154.48 579.81 154.4 586.21 2 L N 384.71 602.74 390.16 605.54 2 L N 380.35 610.11 390.16 605.54 2 L N 395.6 608.18 390.16 605.54 2 L N 390.55 595.45 390.16 605.54 2 L N 389.87 565.69 397.27 559.28 2 L N 408.04 559 397.27 559.28 2 L N 400.67 551.4 397.27 559.28 2 L N 390.64 557.24 397.27 559.28 2 L N 405.04 475.04 398.23 474.05 2 L N 401.83 465.68 398.23 474.05 2 L N 395.6 480.57 398.23 474.05 2 L N 391.04 469.6 398.23 474.05 2 L N 325.53 621.48 321.84 614.5 2 L N 331.57 613.42 321.84 614.5 2 L N 321.27 607.87 321.84 614.5 2 L N 259.45 527.22 260.53 531.67 2 L N 266.34 530.03 260.53 531.67 2 L N 253.73 532.18 260.53 531.67 2 L N 270.62 462.59 264.02 463.56 2 L N 262.77 455.59 264.02 463.56 2 L N 259.05 466.56 264.02 463.56 2 L N 406.88 577.37 414.36 575.04 2 L N 409.2 569.6 414.36 575.04 2 L N 417.68 580.77 414.36 575.04 2 L N 269.94 653.36 275.69 654.64 2 L N 275.18 645.8 275.69 654.64 2 L N 276.86 663.17 275.69 654.64 2 L N 235.24 654.44 239.04 651.61 2 L N 249.64 657.25 239.04 651.61 2 L N 228.35 644.8 239.04 651.61 2 L N 249.84 647.44 239.04 651.61 2 L N 269.94 653.36 269.74 660.65 2 L N 262.77 658.21 269.74 660.65 2 L N 276.86 663.17 269.74 660.65 2 L N 269.06 668.53 269.74 660.65 2 L N 221.64 470.28 222.43 473.96 2 L N 224.07 478.44 222.43 473.96 2 L N 216.99 472.8 222.43 473.96 2 L N 229.32 473.17 222.43 473.96 2 L N 369.18 466 367.34 459.87 2 L N 375.87 457.63 367.34 459.87 2 L N 365.18 453.95 367.34 459.87 2 L N 229.8 495.25 226.6 498.05 2 L N 236.41 497.86 226.6 498.05 2 L N 218.83 497.37 226.6 498.05 2 L N 197.74 552.48 196.38 545.96 2 L N 187.25 550.04 196.38 545.96 2 L N 204.94 543.64 196.38 545.96 2 L N 190.26 542.28 196.38 545.96 2 L N 378.22 467.84 375.3 471.72 2 L N 369.18 466 375.3 471.72 2 L N 380.63 475.8 375.3 471.72 2 L N 163.81 563.85 156.92 563.76 2 L N 150.52 565.01 156.92 563.76 2 L N 160.81 573.48 156.92 563.76 2 L N 156.92 558.89 156.92 563.76 2 L N 389.87 565.69 400.48 562.4 2 L N 398.04 571.44 400.48 562.4 2 L N 408.04 559 400.48 562.4 2 L N 397.27 559.28 400.48 562.4 2 L N 382.87 463.95 385.59 472.4 2 L N 391.04 469.6 385.59 472.4 2 L N 380.63 475.8 385.59 472.4 2 L N 387.63 477.84 385.59 472.4 2 L N 176.06 551.4 171.69 546.84 2 L N 167.32 553.16 171.69 546.84 2 L N 174.89 539.47 171.69 546.84 2 L N 167.41 543.55 171.69 546.84 2 L N 385.51 575.41 382.59 569.09 2 L N 389.87 565.69 382.59 569.09 2 L N 374.82 573.09 382.59 569.09 2 L N 382.59 559.48 382.59 569.09 2 L N 382.59 559.48 377.83 565.8 2 L N 372.47 558.21 377.83 565.8 2 L N 374.82 573.09 377.83 565.8 2 L N 382.59 569.09 377.83 565.8 2 L N 278.3 506.02 274.33 510.7 2 L N 278.02 516.71 274.33 510.7 2 L N 270.73 503.89 274.33 510.7 2 L N 269.06 516.62 274.33 510.7 2 L N 385.03 431.19 380.15 427.59 2 L N 374.51 431.38 380.15 427.59 2 L N 386.39 422.34 380.15 427.59 2 L N 333.61 550.35 330.2 553.27 2 L N 338.85 545.48 330.2 553.27 2 L N 321.84 560.93 330.2 553.27 2 L N 385.51 575.41 389.11 577.57 2 L N 398.04 571.44 389.11 577.57 2 L N 380.75 584.06 389.11 577.57 2 L N 395.4 583.49 389.11 577.57 2 L N 390.27 615.55 399.79 616.34 2 L N 400.76 622.35 399.79 616.34 2 L N 395.6 608.18 399.79 616.34 2 L N 385.03 431.19 379.67 436.54 2 L N 374.51 431.38 379.67 436.54 2 L N 385.2 442.55 379.67 436.54 2 L N 373.26 442.95 379.67 436.54 2 L N 413.4 476 415.81 473.76 2 L N 418.64 477.25 415.81 473.76 2 L N 412.24 469.96 415.81 473.76 2 L N 423.8 473.28 415.81 473.76 2 L N 207.26 573.85 200.35 575.72 2 L N 196.58 571.73 200.35 575.72 2 L N 204.74 580.09 200.35 575.72 2 L N 194.82 579.98 200.35 575.72 2 L N 258.69 651.41 263.33 646.96 2 L N 249.84 647.44 263.33 646.96 2 L N 268.21 643.56 263.33 646.96 2 L N 262.77 658.21 263.33 646.96 2 L N 364.62 582.33 373.06 582.81 2 L N 380.75 584.06 373.06 582.81 2 L N 374.82 573.09 373.06 582.81 2 L N 368.19 593.5 373.06 582.81 2 L N 264.02 463.56 265.29 468.72 2 L N 270.62 462.59 265.29 468.72 2 L N 267.53 473.48 265.29 468.72 2 L N 259.05 466.56 265.29 468.72 2 L N 251.29 512.62 250.32 505.74 2 L N 257.41 512.45 250.32 505.74 2 L N 250.41 497.57 250.32 505.74 2 L N 236.72 479.88 234.68 482.61 2 L N 242.36 482.01 234.68 482.61 2 L N 234 486.4 234.68 482.61 2 L N 157.01 658.81 157.89 664.25 2 L N 162.45 659.97 157.89 664.25 2 L N 153.32 668.53 157.89 664.25 2 L N 161.57 664.85 157.89 664.25 2 L N 413.68 431.58 415.64 424.1 2 L N 409.8 421.77 415.64 424.1 2 L N 421.45 426.54 415.64 424.1 2 L N 261.58 482.32 261.29 476.28 2 L N 267.53 473.48 261.29 476.28 2 L N 255.17 479.12 261.29 476.28 2 L N 259.05 466.56 261.29 476.28 2 L N 356.25 622.67 361.87 627.14 2 L N 356.25 622.67 358.1 633.55 2 L N 346.73 632.67 358.1 633.55 2 L N 356.06 639.67 346.73 632.67 2 L N 399.79 616.34 403.2 609.54 2 L N 400.76 622.35 403.2 609.54 2 L N 400.76 622.35 413.88 609.54 2 L N 229.32 473.17 239.64 473.68 2 L N 276.26 526.63 278.02 516.71 2 L N 418.45 448.11 413.4 439.46 2 L N 413.4 439.46 424.37 442.47 2 L N 424.37 442.47 420.57 433.82 2 L N 420.57 433.82 431.77 437.9 2 L N 431.77 437.9 421.45 426.54 2 L N 234.68 482.61 229.32 473.17 2 L N 236.83 479.77 229.06 473.28 2 L N 279.32 470.13 293.41 471.61 2 L N 150.8 574.36 150.52 565.01 2 L N 218.35 662.01 227.96 667.57 2 L N 211.91 667.06 227.96 667.57 2 L N -8.35 24.95 603.65 816.95 C FMENDPAGE %%EndPage: "6" 5 5 9 /Times-Roman FMDEFINEFONT 6 11 /Times-BoldItalic FMDEFINEFONT 7 9 /Times-Bold FMDEFINEFONT 8 11 /Symbol FMDEFINEFONT %%Page: "5" 5 595.3 841.9 0 FMBEGINPAGE -8.35 24.95 603.65 816.95 C -8.35 24.95 603.65 816.95 R 7 X 0 K V -8.35 33.94 603.65 825.94 R 63.65 797.96 531.65 807.97 R V 63.65 57.64 531.65 67.64 R V 63.65 105.94 531.65 753.94 R V 1 F 0 X -0.18 (for the current number ) 63.65 746.6 P 3 F -0.2 (n) 164.82 746.6 P 1 F -0.18 ( of cells. If the difference between the current input vector number and the number) 170.82 746.6 P 0.03 (stored with some cell exceeds ) 63.65 733.61 P 3 F 0.04 (k) 197.76 733.61 P 5 F 0.03 (remove) 203.09 730.86 P 1 F 0.03 ( this cell and all adjacent edges are removed. In some cases it is nec-) 230.04 733.61 P 0.15 (essary to remove further nodes and edges to get again a structure of triangles. An example of the resulting) 63.65 720.61 P (structures is shown in Fig. 4. It is the continuation of the simulation in Fig. 3.) 63.65 707.61 T 0.69 (The simulation was finished, when the structure consisted of 400 cells \050see Fig. 5\051. In the final result all) 63.65 226.61 P 0.73 (clusters of the example distribution were found and are rather accurately described by the cell positions.) 63.65 213.61 P -0.25 (The accuracy can still be increased by continuing the process and thereby letting the structure grow further.) 63.65 200.61 P 63.04 257.48 532.26 703.94 C 63.04 257.48 532.26 703.94 R 7 X 0 K V 65.99 240.39 532.63 303.69 R V 4 F 0 X (Fig. 4) 65.99 296.35 T (Sequence of cell structures obtained with insertion and removal of cells. The first 8 remov-) 105.3 296.35 T (als in the simulation are shown.The cell to be removed next is shown by a black circle. ) 105.3 283.35 T (\050) 105.3 270.35 T (simulation parameters:) 108.96 270.35 T 6 F ( n) 218.51 270.35 T 7 F (distribution) 227.36 267.6 T 4 F ( = 25, ) 272.81 270.35 T 8 F (e) 301.05 270.35 T 7 F (bmu) 305.87 267.6 T 4 F ( = 0.1, ) 323.35 270.35 T 8 F (e) 354.33 270.35 T 7 F (neighbor) 359.15 267.6 T 4 F ( = 0.005, p) 393.61 270.35 T 7 F (sure) 441.69 267.6 T 4 F (= 0.9995\051) 458.16 270.35 T 145.9 671.42 154.46 679.99 R 5 X V 180.17 671.42 188.73 679.99 R V 120.21 662.84 128.77 671.4 R V 128.77 662.84 137.34 671.4 R V 137.34 662.84 145.9 671.4 R V 145.9 662.84 154.46 671.4 R V 120.21 645.71 128.77 654.28 R V 128.77 645.71 137.34 654.28 R V 90 450 14.48 14.48 175.86 650.02 G 120.21 637.15 128.77 645.71 R V 128.77 637.15 137.34 645.71 R V 145.9 628.59 154.46 637.15 R 4 X V 145.9 628.59 154.46 637.15 R V 137.34 620.03 145.9 628.59 R V 137.34 620.03 145.9 628.59 R V 145.9 620.03 154.46 628.59 R V 145.9 620.03 154.46 628.59 R V 154.46 620.03 163.02 628.59 R V 154.46 620.03 163.02 628.59 R V 145.9 611.44 154.46 620 R V 145.9 611.44 154.46 620 R V 5 X 90 450 9.65 9.65 184.43 615.74 G 111.65 602.88 197.32 688.55 R 0.2 H 0 Z 0 X N 125 648.97 127.24 666.52 2 L 2 Z N 168.77 644.38 161.91 652.94 2 L N 127.24 666.52 141.19 642.77 2 L N 161.91 652.94 141.19 642.77 2 L N 141.19 642.77 141.79 623.32 2 L N 149.44 615.87 141.79 623.32 2 L N 161.91 652.94 154.03 632.7 2 L N 168.77 644.38 154.03 632.7 2 L N 149.44 615.87 154.03 632.7 2 L N 141.19 642.77 154.03 632.7 2 L N 154.03 632.7 156.44 624 2 L N 149.44 615.87 156.44 624 2 L N 141.19 642.77 144.25 662.38 2 L N 161.91 652.94 144.25 662.38 2 L N 127.24 666.52 144.25 662.38 2 L N 147.79 671.03 144.25 662.38 2 L N 161.91 652.94 174.87 654.08 2 L N 168.77 644.38 174.87 654.08 2 L N 180.9 669.81 174.87 654.08 2 L N 184.45 649.37 174.87 654.08 2 L N 141.79 623.32 147.68 629.59 2 L N 141.19 642.77 147.68 629.59 2 L N 149.44 615.87 147.68 629.59 2 L N 154.03 632.7 147.68 629.59 2 L N 141.79 623.32 130.48 638.54 2 L N 141.19 642.77 130.48 638.54 2 L N 125 648.97 130.48 638.54 2 L N 184.45 649.37 177.81 638.83 2 L N 168.77 644.38 177.81 638.83 2 L N 141.19 642.77 132.66 649.51 2 L N 127.24 666.52 132.66 649.51 2 L N 125 648.97 132.66 649.51 2 L N 130.48 638.54 132.66 649.51 2 L N 177.81 638.83 177.79 629.27 2 L N 168.77 644.38 177.79 629.27 2 L N 177.79 629.27 179.57 617.62 2 L N 177.81 638.83 179.57 617.62 2 L N 186.77 611.95 179.57 617.62 2 L N 179.57 617.62 186.63 619.32 2 L N 177.79 629.27 186.63 619.32 2 L N 186.77 611.95 186.63 619.32 2 L N 147.79 671.03 166.65 668.56 2 L N 161.91 652.94 166.65 668.56 2 L N 180.9 669.81 166.65 668.56 2 L N 166.65 668.56 170.56 660.26 2 L N 161.91 652.94 170.56 660.26 2 L N 180.9 669.81 170.56 660.26 2 L N 174.87 654.08 170.56 660.26 2 L N 174.87 654.08 180.02 657.73 2 L N 184.45 649.37 180.02 657.73 2 L N 180.9 669.81 180.02 657.73 2 L N 156.44 624 163.3 634.86 2 L N 154.03 632.7 163.3 634.86 2 L N 168.77 644.38 163.3 634.86 2 L N 174.87 654.08 176.99 647.61 2 L N 184.45 649.37 176.99 647.61 2 L N 168.77 644.38 176.99 647.61 2 L N 177.81 638.83 176.99 647.61 2 L N 144.25 662.38 154.65 662.41 2 L N 147.79 671.03 154.65 662.41 2 L N 161.91 652.94 154.65 662.41 2 L N 166.65 668.56 154.65 662.41 2 L N 144.25 662.38 137.22 668.28 2 L N 147.79 671.03 137.22 668.28 2 L N 127.24 666.52 137.22 668.28 2 L N 90 450 1.42 1.42 177.79 629.3 G 0 Z 90 450 1.42 1.42 177.79 629.3 A 241.34 671.42 249.9 679.99 R 5 X V 275.61 671.42 284.17 679.99 R V 215.66 662.84 224.22 671.4 R V 224.22 662.84 232.78 671.4 R V 232.78 662.84 241.34 671.4 R V 241.34 662.84 249.9 671.4 R V 215.66 645.71 224.22 654.28 R V 224.22 645.71 232.78 654.28 R V 90 450 14.48 14.48 271.3 650.02 G 215.66 637.15 224.22 645.71 R V 224.22 637.15 232.78 645.71 R V 241.34 628.59 249.9 637.15 R 4 X V 241.34 628.59 249.9 637.15 R V 232.78 620.03 241.34 628.59 R V 232.78 620.03 241.34 628.59 R V 241.34 620.03 249.9 628.59 R V 241.34 620.03 249.9 628.59 R V 249.9 620.03 258.46 628.59 R V 249.9 620.03 258.46 628.59 R V 241.34 611.44 249.9 620 R V 241.34 611.44 249.9 620 R V 5 X 90 450 9.65 9.65 279.88 615.74 G 207.1 602.88 292.76 688.55 R 0 X N 220.45 648.97 222.69 666.52 2 L 2 Z N 264.24 644.38 257.35 652.94 2 L N 222.69 666.52 236.63 642.77 2 L N 257.35 652.94 236.63 642.77 2 L N 236.63 642.77 237.23 623.32 2 L N 244.88 615.87 237.23 623.32 2 L N 257.35 652.94 249.47 632.7 2 L N 264.24 644.38 249.47 632.7 2 L N 244.88 615.87 249.47 632.7 2 L N 236.63 642.77 249.47 632.7 2 L N 249.47 632.7 251.88 624 2 L N 244.88 615.87 251.88 624 2 L N 236.63 642.77 239.69 662.38 2 L N 257.35 652.94 239.69 662.38 2 L N 222.69 666.52 239.69 662.38 2 L N 243.24 671.03 239.69 662.38 2 L N 257.35 652.94 270.31 654.08 2 L N 264.24 644.38 270.31 654.08 2 L N 276.35 669.81 270.31 654.08 2 L N 279.89 649.37 270.31 654.08 2 L N 237.23 623.32 243.12 629.59 2 L N 236.63 642.77 243.12 629.59 2 L N 244.88 615.87 243.12 629.59 2 L N 249.47 632.7 243.12 629.59 2 L N 237.23 623.32 225.92 638.54 2 L N 236.63 642.77 225.92 638.54 2 L N 220.45 648.97 225.92 638.54 2 L N 279.89 649.37 273.26 638.83 2 L N 264.24 644.38 273.26 638.83 2 L N 236.63 642.77 228.1 649.51 2 L N 222.69 666.52 228.1 649.51 2 L N 220.45 648.97 228.1 649.51 2 L N 225.92 638.54 228.1 649.51 2 L N 282.21 611.95 275.01 617.62 2 L N 275.01 617.62 282.07 619.32 2 L N 282.21 611.95 282.07 619.32 2 L N 243.24 671.03 262.09 668.56 2 L N 257.35 652.94 262.09 668.56 2 L N 276.35 669.81 262.09 668.56 2 L N 262.09 668.56 266.03 660.26 2 L N 257.35 652.94 266.03 660.26 2 L N 276.35 669.81 266.03 660.26 2 L N 270.31 654.08 266.03 660.26 2 L N 270.31 654.08 275.47 657.73 2 L N 279.89 649.37 275.47 657.73 2 L N 276.35 669.81 275.47 657.73 2 L N 251.88 624 258.74 634.86 2 L N 249.47 632.7 258.74 634.86 2 L N 264.24 644.38 258.74 634.86 2 L N 270.31 654.08 272.43 647.61 2 L N 279.89 649.37 272.43 647.61 2 L N 264.24 644.38 272.43 647.61 2 L N 273.26 638.83 272.43 647.61 2 L N 239.69 662.38 250.1 662.41 2 L N 243.24 671.03 250.1 662.41 2 L N 257.35 652.94 250.1 662.41 2 L N 262.09 668.56 250.1 662.41 2 L N 239.69 662.38 232.66 668.28 2 L N 243.24 671.03 232.66 668.28 2 L N 222.69 666.52 232.66 668.28 2 L N 336.78 671.42 345.34 679.99 R 5 X V 371.05 671.42 379.61 679.99 R V 311.1 662.84 319.66 671.4 R V 319.66 662.84 328.22 671.4 R V 328.22 662.84 336.78 671.4 R V 336.78 662.84 345.34 671.4 R V 311.1 645.71 319.66 654.28 R V 319.66 645.71 328.22 654.28 R V 90 450 14.48 14.48 366.74 650.02 G 311.1 637.15 319.66 645.71 R V 319.66 637.15 328.22 645.71 R V 336.78 628.59 345.34 637.15 R 4 X V 336.78 628.59 345.34 637.15 R V 328.22 620.03 336.78 628.59 R V 328.22 620.03 336.78 628.59 R V 336.78 620.03 345.34 628.59 R V 336.78 620.03 345.34 628.59 R V 345.37 620.03 353.93 628.59 R V 345.37 620.03 353.93 628.59 R V 336.78 611.44 345.34 620 R V 336.78 611.44 345.34 620 R V 5 X 90 450 9.65 9.65 375.32 615.74 G 302.54 602.88 388.2 688.55 R 0 Z 0 X N 315.15 647.08 317.19 665.42 2 L 2 Z N 362.26 644.89 352.8 652.55 2 L N 317.19 665.42 330.35 643.65 2 L N 352.8 652.55 330.35 643.65 2 L N 330.35 643.65 333.38 624.11 2 L N 339.22 614.99 333.38 624.11 2 L N 352.8 652.55 345.26 633.53 2 L N 362.26 644.89 345.26 633.53 2 L N 330.35 643.65 345.26 633.53 2 L N 345.26 633.53 348.2 623.94 2 L N 330.35 643.65 334.4 663.32 2 L N 352.8 652.55 334.4 663.32 2 L N 317.19 665.42 334.4 663.32 2 L N 337.57 673.15 334.4 663.32 2 L N 352.8 652.55 366.49 653.31 2 L N 362.26 644.89 366.49 653.31 2 L N 375.16 648.07 366.49 653.31 2 L N 333.38 624.11 338.06 629.33 2 L N 330.35 643.65 338.06 629.33 2 L N 345.26 633.53 338.06 629.33 2 L N 333.38 624.11 320.62 639.71 2 L N 330.35 643.65 320.62 639.71 2 L N 315.15 647.08 320.62 639.71 2 L N 375.16 648.07 370.77 640.24 2 L N 362.26 644.89 370.77 640.24 2 L N 330.35 643.65 321.13 650.22 2 L N 317.19 665.42 321.13 650.22 2 L N 315.15 647.08 321.13 650.22 2 L N 320.62 639.71 321.13 650.22 2 L N 379.78 613 370.46 614.9 2 L N 370.46 614.9 376.12 620 2 L N 379.78 613 376.12 620 2 L N 337.57 673.15 356.82 668.45 2 L N 352.8 652.55 356.82 668.45 2 L N 373.01 670.04 356.82 668.45 2 L N 356.82 668.45 362.32 659.97 2 L N 352.8 652.55 362.32 659.97 2 L N 373.01 670.04 362.32 659.97 2 L N 366.49 653.31 362.32 659.97 2 L N 366.49 653.31 373.55 657.93 2 L N 375.16 648.07 373.55 657.93 2 L N 373.01 670.04 373.55 657.93 2 L N 348.2 623.94 353.87 634.52 2 L N 345.26 633.53 353.87 634.52 2 L N 362.26 644.89 353.87 634.52 2 L N 366.49 653.31 367.03 647.22 2 L N 375.16 648.07 367.03 647.22 2 L N 362.26 644.89 367.03 647.22 2 L N 370.77 640.24 367.03 647.22 2 L N 334.4 663.32 344.8 663.74 2 L N 337.57 673.15 344.8 663.74 2 L N 352.8 652.55 344.8 663.74 2 L N 356.82 668.45 344.8 663.74 2 L N 334.4 663.32 326.58 669.02 2 L N 337.57 673.15 326.58 669.02 2 L N 317.19 665.42 326.58 669.02 2 L N 362.32 659.97 368.92 660.8 2 L N 366.49 653.31 368.92 660.8 2 L N 373.01 670.04 368.92 660.8 2 L N 373.55 657.93 368.92 660.8 2 L N 348.2 623.94 343.39 625.14 2 L N 345.26 633.53 343.39 625.14 2 L N 339.22 614.99 343.39 625.14 2 L N 338.06 629.33 343.39 625.14 2 L N 338.06 629.33 338.48 622.58 2 L N 333.38 624.11 338.48 622.58 2 L N 339.22 614.99 338.48 622.58 2 L N 343.39 625.14 338.48 622.58 2 L N 343.39 625.14 343.47 619.75 2 L N 348.2 623.94 343.47 619.75 2 L N 339.22 614.99 343.47 619.75 2 L N 90 450 1.42 1.42 356.82 668.45 G 0 Z 90 450 1.42 1.42 356.82 668.45 A 432.22 671.42 440.78 679.99 R 5 X V 466.49 671.42 475.05 679.99 R V 406.54 662.84 415.1 671.4 R V 415.1 662.84 423.66 671.4 R V 423.66 662.84 432.22 671.4 R V 432.22 662.84 440.78 671.4 R V 406.54 645.71 415.1 654.28 R V 415.1 645.71 423.66 654.28 R V 90 450 14.48 14.48 462.18 650.02 G 406.54 637.15 415.1 645.71 R V 415.1 637.15 423.66 645.71 R V 432.22 628.59 440.78 637.15 R 4 X V 432.22 628.59 440.78 637.15 R V 423.66 620.03 432.22 628.59 R V 423.66 620.03 432.22 628.59 R V 432.22 620.03 440.78 628.59 R V 432.22 620.03 440.78 628.59 R V 440.81 620.03 449.37 628.59 R V 440.81 620.03 449.37 628.59 R V 432.22 611.44 440.78 620 R V 432.22 611.44 440.78 620 R V 5 X 90 450 9.65 9.65 470.76 615.74 G 397.98 602.88 483.64 688.55 R 0 X N 410.59 647.08 412.64 665.42 2 L 2 Z N 457.71 644.89 448.24 652.55 2 L N 412.64 665.42 425.79 643.65 2 L N 448.24 652.55 425.79 643.65 2 L N 425.79 643.65 428.82 624.11 2 L N 434.66 614.99 428.82 624.11 2 L N 448.24 652.55 440.7 633.53 2 L N 457.71 644.89 440.7 633.53 2 L N 425.79 643.65 440.7 633.53 2 L N 440.7 633.53 443.65 623.94 2 L N 425.79 643.65 429.84 663.32 2 L N 448.24 652.55 429.84 663.32 2 L N 412.64 665.42 429.84 663.32 2 L N 433.02 673.15 429.84 663.32 2 L N 448.24 652.55 461.93 653.31 2 L N 457.71 644.89 461.93 653.31 2 L N 470.6 648.07 461.93 653.31 2 L N 428.82 624.11 433.5 629.33 2 L N 425.79 643.65 433.5 629.33 2 L N 440.7 633.53 433.5 629.33 2 L N 428.82 624.11 416.07 639.71 2 L N 425.79 643.65 416.07 639.71 2 L N 410.59 647.08 416.07 639.71 2 L N 470.6 648.07 466.21 640.24 2 L N 457.71 644.89 466.21 640.24 2 L N 425.79 643.65 416.58 650.22 2 L N 412.64 665.42 416.58 650.22 2 L N 410.59 647.08 416.58 650.22 2 L N 416.07 639.71 416.58 650.22 2 L N 475.22 613 465.9 614.9 2 L N 465.9 614.9 471.57 620 2 L N 475.22 613 471.57 620 2 L N 448.24 652.55 457.76 659.97 2 L N 468.45 670.04 457.76 659.97 2 L N 461.93 653.31 457.76 659.97 2 L N 461.93 653.31 468.99 657.93 2 L N 470.6 648.07 468.99 657.93 2 L N 468.45 670.04 468.99 657.93 2 L N 443.65 623.94 449.32 634.52 2 L N 440.7 633.53 449.32 634.52 2 L N 457.71 644.89 449.32 634.52 2 L N 461.93 653.31 462.47 647.22 2 L N 470.6 648.07 462.47 647.22 2 L N 457.71 644.89 462.47 647.22 2 L N 466.21 640.24 462.47 647.22 2 L N 429.84 663.32 440.24 663.74 2 L N 433.02 673.15 440.24 663.74 2 L N 448.24 652.55 440.24 663.74 2 L N 429.84 663.32 422.02 669.02 2 L N 433.02 673.15 422.02 669.02 2 L N 412.64 665.42 422.02 669.02 2 L N 457.76 659.97 464.37 660.8 2 L N 461.93 653.31 464.37 660.8 2 L N 468.45 670.04 464.37 660.8 2 L N 468.99 657.93 464.37 660.8 2 L N 443.65 623.94 438.83 625.14 2 L N 440.7 633.53 438.83 625.14 2 L N 434.66 614.99 438.83 625.14 2 L N 433.5 629.33 438.83 625.14 2 L N 433.5 629.33 433.92 622.58 2 L N 428.82 624.11 433.92 622.58 2 L N 434.66 614.99 433.92 622.58 2 L N 438.83 625.14 433.92 622.58 2 L N 438.83 625.14 438.91 619.75 2 L N 443.65 623.94 438.91 619.75 2 L N 434.66 614.99 438.91 619.75 2 L N 145.9 575.98 154.46 584.54 R 5 X V 180.17 575.98 188.73 584.54 R V 120.21 567.39 128.77 575.95 R V 128.77 567.39 137.34 575.95 R V 137.34 567.39 145.9 575.95 R V 145.9 567.39 154.46 575.95 R V 120.21 550.27 128.77 558.83 R V 128.77 550.27 137.34 558.83 R V 90 450 14.48 14.48 175.86 554.58 G 120.21 541.71 128.77 550.27 R V 128.77 541.71 137.34 550.27 R V 145.9 533.15 154.46 541.71 R 4 X V 145.9 533.15 154.46 541.71 R V 137.34 524.59 145.9 533.15 R V 137.34 524.59 145.9 533.15 R V 145.9 524.59 154.46 533.15 R V 145.9 524.59 154.46 533.15 R V 154.46 524.59 163.02 533.15 R V 154.46 524.59 163.02 533.15 R V 145.9 516 154.46 524.56 R V 145.9 516 154.46 524.56 R V 5 X 90 450 9.65 9.65 184.43 520.3 G 111.65 507.44 197.32 593.1 R 0 Z 0 X N 123.76 555.01 127.13 568.81 2 L 2 Z N 169.85 549.79 162.14 557.13 2 L N 127.13 568.81 139.46 548.46 2 L N 162.14 557.13 139.46 548.46 2 L N 139.46 548.46 142.81 527.43 2 L N 150.4 519.63 142.81 527.43 2 L N 162.14 557.13 154.29 539.67 2 L N 169.85 549.79 154.29 539.67 2 L N 139.46 548.46 154.29 539.67 2 L N 154.29 539.67 159.05 530.63 2 L N 139.46 548.46 143.29 567.71 2 L N 162.14 557.13 143.29 567.71 2 L N 127.13 568.81 143.29 567.71 2 L N 146.75 578.56 143.29 567.71 2 L N 162.14 557.13 174.21 557.56 2 L N 169.85 549.79 174.21 557.56 2 L N 142.81 527.43 147.94 534.57 2 L N 139.46 548.46 147.94 534.57 2 L N 154.29 539.67 147.94 534.57 2 L N 142.81 527.43 128.38 544.89 2 L N 139.46 548.46 128.38 544.89 2 L N 123.76 555.01 128.38 544.89 2 L N 185.66 551.83 179.09 544.63 2 L N 169.85 549.79 179.09 544.63 2 L N 139.46 548.46 130.11 554.75 2 L N 127.13 568.81 130.11 554.75 2 L N 123.76 555.01 130.11 554.75 2 L N 128.38 544.89 130.11 554.75 2 L N 178.44 519.49 183.48 525.78 2 L N 162.14 557.13 171.38 564.79 2 L N 174.21 557.56 171.38 564.79 2 L N 174.21 557.56 184.19 563.06 2 L N 185.66 551.83 184.19 563.06 2 L N 183.77 578.68 184.19 563.06 2 L N 159.05 530.63 162.39 538.71 2 L N 154.29 539.67 162.39 538.71 2 L N 169.85 549.79 162.39 538.71 2 L N 174.21 557.56 176.79 551.18 2 L N 185.66 551.83 176.79 551.18 2 L N 169.85 549.79 176.79 551.18 2 L N 179.09 544.63 176.79 551.18 2 L N 143.29 567.71 153.15 568.44 2 L N 146.75 578.56 153.15 568.44 2 L N 162.14 557.13 153.15 568.44 2 L N 143.29 567.71 134.53 572.47 2 L N 146.75 578.56 134.53 572.47 2 L N 127.13 568.81 134.53 572.47 2 L N 171.38 564.79 178.83 565.83 2 L N 174.21 557.56 178.83 565.83 2 L N 183.77 578.68 178.83 565.83 2 L N 184.19 563.06 178.83 565.83 2 L N 159.05 530.63 152.76 529.92 2 L N 154.29 539.67 152.76 529.92 2 L N 150.4 519.63 152.76 529.92 2 L N 147.94 534.57 152.76 529.92 2 L N 147.94 534.57 148.42 527.77 2 L N 142.81 527.43 148.42 527.77 2 L N 150.4 519.63 148.42 527.77 2 L N 152.76 529.92 148.42 527.77 2 L N 152.76 529.92 154.37 525.3 2 L N 159.05 530.63 154.37 525.3 2 L N 150.4 519.63 154.37 525.3 2 L N 183.48 525.78 183.48 518.1 2 L N 178.44 519.49 183.48 518.1 2 L N 189.38 517.16 183.48 518.1 2 L N 184.19 563.06 180.39 555.57 2 L N 174.21 557.56 180.39 555.57 2 L N 185.66 551.83 180.39 555.57 2 L N 176.79 551.18 180.39 555.57 2 L N 183.48 518.1 186.52 521.53 2 L N 183.48 525.78 186.52 521.53 2 L N 189.38 517.16 186.52 521.53 2 L N 178.83 565.83 178.07 571.96 2 L N 171.38 564.79 178.07 571.96 2 L N 183.77 578.68 178.07 571.96 2 L N 90 450 1.42 1.42 162.36 538.71 G 0 Z 90 450 1.42 1.42 162.36 538.71 A 241.34 575.98 249.9 584.54 R 5 X V 275.61 575.98 284.17 584.54 R V 215.66 567.39 224.22 575.95 R V 224.22 567.39 232.78 575.95 R V 232.78 567.39 241.34 575.95 R V 241.34 567.39 249.9 575.95 R V 215.66 550.27 224.22 558.83 R V 224.22 550.27 232.78 558.83 R V 90 450 14.48 14.48 271.3 554.58 G 215.66 541.71 224.22 550.27 R V 224.22 541.71 232.78 550.27 R V 241.34 533.15 249.9 541.71 R 4 X V 241.34 533.15 249.9 541.71 R V 232.78 524.59 241.34 533.15 R V 232.78 524.59 241.34 533.15 R V 241.34 524.59 249.9 533.15 R V 241.34 524.59 249.9 533.15 R V 249.9 524.59 258.46 533.15 R V 249.9 524.59 258.46 533.15 R V 241.34 516 249.9 524.56 R V 241.34 516 249.9 524.56 R V 5 X 90 450 9.65 9.65 279.88 520.3 G 207.1 507.44 292.76 593.1 R 0 X N 219.2 555.01 222.57 568.81 2 L 2 Z N 265.29 549.79 257.58 557.13 2 L N 222.57 568.81 234.9 548.46 2 L N 257.58 557.13 234.9 548.46 2 L N 234.9 548.46 238.25 527.43 2 L N 245.85 519.63 238.25 527.43 2 L N 257.58 557.13 249.73 539.67 2 L N 265.29 549.79 249.73 539.67 2 L N 234.9 548.46 249.73 539.67 2 L N 249.73 539.67 254.49 530.63 2 L N 234.9 548.46 238.73 567.71 2 L N 257.58 557.13 238.73 567.71 2 L N 222.57 568.81 238.73 567.71 2 L N 242.22 578.56 238.73 567.71 2 L N 257.58 557.13 269.66 557.56 2 L N 265.29 549.79 269.66 557.56 2 L N 238.25 527.43 243.38 534.57 2 L N 234.9 548.46 243.38 534.57 2 L N 249.73 539.67 243.38 534.57 2 L N 238.25 527.43 223.82 544.89 2 L N 234.9 548.46 223.82 544.89 2 L N 219.2 555.01 223.82 544.89 2 L N 281.11 551.83 274.53 544.63 2 L N 265.29 549.79 274.53 544.63 2 L N 234.9 548.46 225.55 554.75 2 L N 222.57 568.81 225.55 554.75 2 L N 219.2 555.01 225.55 554.75 2 L N 223.82 544.89 225.55 554.75 2 L N 273.88 519.49 278.92 525.78 2 L N 257.58 557.13 266.82 564.79 2 L N 269.66 557.56 266.82 564.79 2 L N 269.66 557.56 279.63 563.06 2 L N 281.11 551.83 279.63 563.06 2 L N 279.21 578.68 279.63 563.06 2 L N 269.66 557.56 272.23 551.18 2 L N 281.11 551.83 272.23 551.18 2 L N 265.29 549.79 272.23 551.18 2 L N 274.53 544.63 272.23 551.18 2 L N 238.73 567.71 248.59 568.44 2 L N 242.22 578.56 248.59 568.44 2 L N 257.58 557.13 248.59 568.44 2 L N 238.73 567.71 229.97 572.47 2 L N 242.22 578.56 229.97 572.47 2 L N 222.57 568.81 229.97 572.47 2 L N 266.82 564.79 274.28 565.83 2 L N 269.66 557.56 274.28 565.83 2 L N 279.21 578.68 274.28 565.83 2 L N 279.63 563.06 274.28 565.83 2 L N 254.49 530.63 248.2 529.92 2 L N 249.73 539.67 248.2 529.92 2 L N 245.85 519.63 248.2 529.92 2 L N 243.38 534.57 248.2 529.92 2 L N 243.38 534.57 243.86 527.77 2 L N 238.25 527.43 243.86 527.77 2 L N 245.85 519.63 243.86 527.77 2 L N 248.2 529.92 243.86 527.77 2 L N 248.2 529.92 249.81 525.3 2 L N 254.49 530.63 249.81 525.3 2 L N 245.85 519.63 249.81 525.3 2 L N 278.92 525.78 278.92 518.1 2 L N 273.88 519.49 278.92 518.1 2 L N 284.82 517.16 278.92 518.1 2 L N 279.63 563.06 275.83 555.57 2 L N 269.66 557.56 275.83 555.57 2 L N 281.11 551.83 275.83 555.57 2 L N 272.23 551.18 275.83 555.57 2 L N 278.92 518.1 281.96 521.53 2 L N 278.92 525.78 281.96 521.53 2 L N 284.82 517.16 281.96 521.53 2 L N 274.28 565.83 273.51 571.96 2 L N 266.82 564.79 273.51 571.96 2 L N 279.21 578.68 273.51 571.96 2 L N 336.78 575.98 345.34 584.54 R 5 X V 371.05 575.98 379.61 584.54 R V 311.1 567.39 319.66 575.95 R V 319.66 567.39 328.22 575.95 R V 328.22 567.39 336.78 575.95 R V 336.78 567.39 345.34 575.95 R V 311.1 550.27 319.66 558.83 R V 319.66 550.27 328.22 558.83 R V 90 450 14.48 14.48 366.74 554.58 G 311.1 541.71 319.66 550.27 R V 319.66 541.71 328.22 550.27 R V 336.78 533.15 345.34 541.71 R 4 X V 336.78 533.15 345.34 541.71 R V 328.22 524.59 336.78 533.15 R V 328.22 524.59 336.78 533.15 R V 336.78 524.59 345.34 533.15 R V 336.78 524.59 345.34 533.15 R V 345.37 524.59 353.93 533.15 R V 345.37 524.59 353.93 533.15 R V 336.78 516 345.34 524.56 R V 336.78 516 345.34 524.56 R V 5 X 90 450 9.65 9.65 375.32 520.3 G 302.54 507.44 388.2 593.1 R 0 Z 0 X N 360.73 546.96 351.97 555.89 2 L 2 Z N 351.97 555.89 328.84 551.46 2 L N 351.97 555.89 343.95 538.45 2 L N 328.84 551.46 343.95 538.45 2 L N 328.84 551.46 331.73 568.47 2 L N 351.97 555.89 331.73 568.47 2 L N 351.97 555.89 363.45 556.76 2 L N 360.73 546.96 363.45 556.76 2 L N 331.42 531.54 339.61 533.55 2 L N 343.95 538.45 339.61 533.55 2 L N 331.42 531.54 321.39 545.37 2 L N 328.84 551.46 321.39 545.37 2 L N 314.3 546.81 321.39 545.37 2 L N 360.73 546.96 369.01 544.97 2 L N 328.84 551.46 319.52 554.86 2 L N 314.98 571.76 319.52 554.86 2 L N 314.3 546.81 319.52 554.86 2 L N 321.39 545.37 319.52 554.86 2 L N 351.97 555.89 360.42 562.86 2 L N 363.45 556.76 360.42 562.86 2 L N 363.45 556.76 373.6 561.87 2 L N 378.17 554.27 373.6 561.87 2 L N 363.45 556.76 368.81 551.09 2 L N 378.17 554.27 368.81 551.09 2 L N 360.73 546.96 368.81 551.09 2 L N 369.01 544.97 368.81 551.09 2 L N 331.73 568.47 341.77 572.24 2 L N 339.22 578.65 341.77 572.24 2 L N 351.97 555.89 341.77 572.24 2 L N 331.73 568.47 324.05 574.17 2 L N 314.98 571.76 324.05 574.17 2 L N 360.42 562.86 368.27 565.95 2 L N 363.45 556.76 368.27 565.95 2 L N 373.6 561.87 368.27 565.95 2 L N 349.79 527.6 344.07 529.24 2 L N 343.95 538.45 344.07 529.24 2 L N 339.61 533.55 344.07 529.24 2 L N 339.61 533.55 338.96 527.71 2 L N 331.42 531.54 338.96 527.71 2 L N 341.17 519.2 338.96 527.71 2 L N 344.07 529.24 338.96 527.71 2 L N 344.07 529.24 344.46 524.53 2 L N 349.79 527.6 344.46 524.53 2 L N 341.17 519.2 344.46 524.53 2 L N 368.1 521.05 373.83 517.9 2 L N 380.04 515.49 373.83 517.9 2 L N 373.6 561.87 370.37 556.65 2 L N 363.45 556.76 370.37 556.65 2 L N 378.17 554.27 370.37 556.65 2 L N 368.81 551.09 370.37 556.65 2 L N 373.83 517.9 378.14 521.1 2 L N 376.44 526.23 378.14 521.1 2 L N 380.04 515.49 378.14 521.1 2 L N 368.27 565.95 369.04 571.82 2 L N 360.42 562.86 369.04 571.82 2 L N 375.33 580.43 369.04 571.82 2 L N 368.27 565.95 373.86 570.2 2 L N 373.6 561.87 373.86 570.2 2 L N 375.33 580.43 373.86 570.2 2 L N 339.61 533.55 336.04 539.02 2 L N 331.42 531.54 336.04 539.02 2 L N 328.84 551.46 336.04 539.02 2 L N 343.95 538.45 336.04 539.02 2 L N 368.81 551.09 375.53 547.75 2 L N 369.01 544.97 375.53 547.75 2 L N 378.17 554.27 375.53 547.75 2 L N 321.39 545.37 328.53 541.77 2 L N 331.42 531.54 328.53 541.77 2 L N 328.84 551.46 328.53 541.77 2 L N 336.04 539.02 328.53 541.77 2 L N 373.86 570.2 372.38 573.29 2 L N 368.27 565.95 372.38 573.29 2 L N 375.33 580.43 372.38 573.29 2 L N 369.04 571.82 372.38 573.29 2 L N 319.52 554.86 315.95 559.57 2 L N 314.98 571.76 315.95 559.57 2 L N 315.95 559.57 316.26 552.17 2 L N 319.52 554.86 316.26 552.17 2 L N 314.3 546.81 316.26 552.17 2 L N 324.05 574.17 332.02 574.68 2 L N 331.73 568.47 332.02 574.68 2 L N 339.22 578.65 332.02 574.68 2 L N 332.02 574.68 336.1 572.67 2 L N 331.73 568.47 336.1 572.67 2 L N 339.22 578.65 336.1 572.67 2 L N 341.77 572.24 336.1 572.67 2 L N 338.96 527.71 336.81 523.99 2 L N 331.42 531.54 336.81 523.99 2 L N 341.17 519.2 336.81 523.99 2 L N 344.07 529.24 347.89 532.87 2 L N 349.79 527.6 347.89 532.87 2 L N 343.95 538.45 347.89 532.87 2 L N 378.14 521.1 375.11 521.59 2 L N 373.83 517.9 375.11 521.59 2 L N 376.44 526.23 375.11 521.59 2 L N 368.1 521.05 375.11 521.59 2 L N 319.52 554.86 321.59 561.13 2 L N 328.84 551.46 321.59 561.13 2 L N 314.98 571.76 321.59 561.13 2 L N 331.73 568.47 321.59 561.13 2 L N 324.05 574.17 322.66 569.72 2 L N 331.73 568.47 322.66 569.72 2 L N 314.98 571.76 322.66 569.72 2 L N 321.59 561.13 322.66 569.72 2 L N 344.46 524.53 342.99 523.51 2 L N 344.07 529.24 342.99 523.51 2 L N 341.17 519.2 342.99 523.51 2 L N 338.96 527.71 342.99 523.51 2 L N 343.95 538.45 352.23 543.21 2 L N 351.97 555.89 352.23 543.21 2 L N 360.73 546.96 352.23 543.21 2 L N 375.11 521.59 372.24 523.66 2 L N 376.44 526.23 372.24 523.66 2 L N 368.1 521.05 372.24 523.66 2 L N 90 450 1.42 1.42 369.04 571.82 G 0 Z 90 450 1.42 1.42 369.04 571.82 A 432.22 575.98 440.78 584.54 R 5 X V 466.49 575.98 475.05 584.54 R V 406.54 567.39 415.1 575.95 R V 415.1 567.39 423.66 575.95 R V 423.66 567.39 432.22 575.95 R V 432.22 567.39 440.78 575.95 R V 406.54 550.27 415.1 558.83 R V 415.1 550.27 423.66 558.83 R V 90 450 14.48 14.48 462.18 554.58 G 406.54 541.71 415.1 550.27 R V 415.1 541.71 423.66 550.27 R V 432.22 533.15 440.78 541.71 R 4 X V 432.22 533.15 440.78 541.71 R V 423.66 524.59 432.22 533.15 R V 423.66 524.59 432.22 533.15 R V 432.22 524.59 440.78 533.15 R V 432.22 524.59 440.78 533.15 R V 440.81 524.59 449.37 533.15 R V 440.81 524.59 449.37 533.15 R V 432.22 516 440.78 524.56 R V 432.22 516 440.78 524.56 R V 5 X 90 450 9.65 9.65 470.76 520.3 G 397.98 507.44 483.64 593.1 R 0 X N 456.18 546.96 447.45 555.89 2 L 2 Z N 447.45 555.89 424.29 551.46 2 L N 447.45 555.89 439.39 538.45 2 L N 424.29 551.46 439.39 538.45 2 L N 424.29 551.46 427.18 568.47 2 L N 447.45 555.89 427.18 568.47 2 L N 447.45 555.89 458.9 556.76 2 L N 456.18 546.96 458.9 556.76 2 L N 426.86 531.54 435.09 533.55 2 L N 439.39 538.45 435.09 533.55 2 L N 426.86 531.54 416.83 545.37 2 L N 424.29 551.46 416.83 545.37 2 L N 409.74 546.81 416.83 545.37 2 L N 456.18 546.96 464.45 544.97 2 L N 424.29 551.46 414.96 554.86 2 L N 410.42 571.76 414.96 554.86 2 L N 409.74 546.81 414.96 554.86 2 L N 416.83 545.37 414.96 554.86 2 L N 447.45 555.89 455.86 562.86 2 L N 458.9 556.76 455.86 562.86 2 L N 458.9 556.76 469.05 561.87 2 L N 473.61 554.27 469.05 561.87 2 L N 458.9 556.76 464.25 551.09 2 L N 473.61 554.27 464.25 551.09 2 L N 456.18 546.96 464.25 551.09 2 L N 464.45 544.97 464.25 551.09 2 L N 427.18 568.47 437.24 572.24 2 L N 434.66 578.65 437.24 572.24 2 L N 447.45 555.89 437.24 572.24 2 L N 427.18 568.47 419.49 574.17 2 L N 410.42 571.76 419.49 574.17 2 L N 455.86 562.86 463.74 565.95 2 L N 458.9 556.76 463.74 565.95 2 L N 469.05 561.87 463.74 565.95 2 L N 445.23 527.6 439.51 529.24 2 L N 439.39 538.45 439.51 529.24 2 L N 435.09 533.55 439.51 529.24 2 L N 435.09 533.55 434.4 527.71 2 L N 426.86 531.54 434.4 527.71 2 L N 436.62 519.2 434.4 527.71 2 L N 439.51 529.24 434.4 527.71 2 L N 439.51 529.24 439.9 524.53 2 L N 445.23 527.6 439.9 524.53 2 L N 436.62 519.2 439.9 524.53 2 L N 463.55 521.05 469.27 517.9 2 L N 475.48 515.49 469.27 517.9 2 L N 469.05 561.87 465.81 556.65 2 L N 458.9 556.76 465.81 556.65 2 L N 473.61 554.27 465.81 556.65 2 L N 464.25 551.09 465.81 556.65 2 L N 469.27 517.9 473.58 521.1 2 L N 471.88 526.23 473.58 521.1 2 L N 475.48 515.49 473.58 521.1 2 L N 463.74 565.95 469.3 570.2 2 L N 469.05 561.87 469.3 570.2 2 L N 470.77 580.43 469.3 570.2 2 L N 435.09 533.55 431.49 539.02 2 L N 426.86 531.54 431.49 539.02 2 L N 424.29 551.46 431.49 539.02 2 L N 439.39 538.45 431.49 539.02 2 L N 464.25 551.09 470.97 547.75 2 L N 464.45 544.97 470.97 547.75 2 L N 473.61 554.27 470.97 547.75 2 L N 416.83 545.37 423.97 541.77 2 L N 426.86 531.54 423.97 541.77 2 L N 424.29 551.46 423.97 541.77 2 L N 431.49 539.02 423.97 541.77 2 L N 469.3 570.2 467.83 573.29 2 L N 463.74 565.95 467.83 573.29 2 L N 470.77 580.43 467.83 573.29 2 L N 414.96 554.86 411.39 559.57 2 L N 410.42 571.76 411.39 559.57 2 L N 411.39 559.57 411.7 552.17 2 L N 414.96 554.86 411.7 552.17 2 L N 409.74 546.81 411.7 552.17 2 L N 419.49 574.17 427.46 574.68 2 L N 427.18 568.47 427.46 574.68 2 L N 434.66 578.65 427.46 574.68 2 L N 427.46 574.68 431.54 572.67 2 L N 427.18 568.47 431.54 572.67 2 L N 434.66 578.65 431.54 572.67 2 L N 437.24 572.24 431.54 572.67 2 L N 434.4 527.71 432.25 523.99 2 L N 426.86 531.54 432.25 523.99 2 L N 436.62 519.2 432.25 523.99 2 L N 439.51 529.24 443.33 532.87 2 L N 445.23 527.6 443.33 532.87 2 L N 439.39 538.45 443.33 532.87 2 L N 473.58 521.1 470.55 521.59 2 L N 469.27 517.9 470.55 521.59 2 L N 471.88 526.23 470.55 521.59 2 L N 463.55 521.05 470.55 521.59 2 L N 414.96 554.86 417.03 561.13 2 L N 424.29 551.46 417.03 561.13 2 L N 410.42 571.76 417.03 561.13 2 L N 427.18 568.47 417.03 561.13 2 L N 419.49 574.17 418.11 569.72 2 L N 427.18 568.47 418.11 569.72 2 L N 410.42 571.76 418.11 569.72 2 L N 417.03 561.13 418.11 569.72 2 L N 439.9 524.53 438.43 523.51 2 L N 439.51 529.24 438.43 523.51 2 L N 436.62 519.2 438.43 523.51 2 L N 434.4 527.71 438.43 523.51 2 L N 439.39 538.45 447.67 543.21 2 L N 447.45 555.89 447.67 543.21 2 L N 456.18 546.96 447.67 543.21 2 L N 470.55 521.59 467.68 523.66 2 L N 471.88 526.23 467.68 523.66 2 L N 463.55 521.05 467.68 523.66 2 L N 145.9 480.54 154.46 489.1 R 5 X V 180.17 480.54 188.73 489.1 R V 120.21 471.95 128.77 480.51 R V 128.77 471.95 137.34 480.51 R V 137.34 471.95 145.9 480.51 R V 145.9 471.95 154.46 480.51 R V 120.21 454.83 128.77 463.39 R V 128.77 454.83 137.34 463.39 R V 90 450 14.48 14.48 175.86 459.14 G 120.21 446.27 128.77 454.83 R V 128.77 446.27 137.34 454.83 R V 145.9 437.71 154.46 446.27 R 4 X V 145.9 437.71 154.46 446.27 R V 137.34 429.12 145.9 437.68 R V 137.34 429.12 145.9 437.68 R V 145.9 429.12 154.46 437.68 R V 145.9 429.12 154.46 437.68 R V 154.46 429.12 163.02 437.68 R V 154.46 429.12 163.02 437.68 R V 145.9 420.56 154.46 429.12 R V 145.9 420.56 154.46 429.12 R V 5 X 90 450 9.65 9.65 184.43 424.85 G 111.65 412 197.32 497.66 R 0 Z 0 X N 163.19 462.46 140.25 455.79 2 L 2 Z N 163.19 462.46 152.47 444.51 2 L N 140.25 455.79 152.47 444.51 2 L N 140.25 455.79 142.27 472.23 2 L N 163.19 462.46 142.27 472.23 2 L N 163.19 462.46 174.33 462 2 L N 141.47 433.85 147.88 438.22 2 L N 152.47 444.51 147.88 438.22 2 L N 140.25 455.79 129.71 448.96 2 L N 124.27 451.12 129.71 448.96 2 L N 140.25 455.79 129.91 458.12 2 L N 124.27 451.12 129.91 458.12 2 L N 129.71 448.96 129.91 458.12 2 L N 174.33 462 170.33 467.22 2 L N 174.33 462 183.31 464.72 2 L N 187.17 458.4 183.31 464.72 2 L N 174.33 462 177.27 455.48 2 L N 187.17 458.4 177.27 455.48 2 L N 177.73 449.56 177.27 455.48 2 L N 142.27 472.23 152.19 474.81 2 L N 149.61 483.49 152.19 474.81 2 L N 163.19 462.46 152.19 474.81 2 L N 142.27 472.23 133.96 477.25 2 L N 123.56 475.24 133.96 477.25 2 L N 170.33 467.22 176.85 468.29 2 L N 174.33 462 176.85 468.29 2 L N 183.31 464.72 176.85 468.29 2 L N 159.27 431.64 153.21 433.74 2 L N 152.47 444.51 153.21 433.74 2 L N 147.88 438.22 153.21 433.74 2 L N 147.88 438.22 148.11 431.5 2 L N 141.47 433.85 148.11 431.5 2 L N 149.55 424.84 148.11 431.5 2 L N 153.21 433.74 148.11 431.5 2 L N 153.21 433.74 153.55 428.13 2 L N 159.27 431.64 153.55 428.13 2 L N 149.55 424.84 153.55 428.13 2 L N 177.45 425.29 182.94 418.83 2 L N 189.75 420.7 182.94 418.83 2 L N 183.31 464.72 180.17 460.78 2 L N 174.33 462 180.17 460.78 2 L N 187.17 458.4 180.17 460.78 2 L N 177.27 455.48 180.17 460.78 2 L N 182.94 418.83 187.22 424.78 2 L N 187.05 431.61 187.22 424.78 2 L N 189.75 420.7 187.22 424.78 2 L N 176.85 468.29 182.75 473.43 2 L N 183.31 464.72 182.75 473.43 2 L N 184.73 485.36 182.75 473.43 2 L N 147.88 438.22 145.21 442.75 2 L N 141.47 433.85 145.21 442.75 2 L N 140.25 455.79 145.21 442.75 2 L N 152.47 444.51 145.21 442.75 2 L N 177.27 455.48 183.82 452.31 2 L N 177.73 449.56 183.82 452.31 2 L N 187.17 458.4 183.82 452.31 2 L N 129.71 448.96 137.19 445.76 2 L N 141.47 433.85 137.19 445.76 2 L N 140.25 455.79 137.19 445.76 2 L N 145.21 442.75 137.19 445.76 2 L N 182.75 473.43 181.53 477.82 2 L N 176.85 468.29 181.53 477.82 2 L N 184.73 485.36 181.53 477.82 2 L N 129.91 458.12 125.29 463.36 2 L N 123.56 475.24 125.29 463.36 2 L N 125.29 463.36 125.46 456.84 2 L N 129.91 458.12 125.46 456.84 2 L N 124.27 451.12 125.46 456.84 2 L N 133.96 477.25 141.62 479.21 2 L N 142.27 472.23 141.62 479.21 2 L N 149.61 483.49 141.62 479.21 2 L N 141.62 479.21 145.98 477.56 2 L N 142.27 472.23 145.98 477.56 2 L N 149.61 483.49 145.98 477.56 2 L N 152.19 474.81 145.98 477.56 2 L N 148.11 431.5 146.35 428.47 2 L N 141.47 433.85 146.35 428.47 2 L N 149.55 424.84 146.35 428.47 2 L N 153.21 433.74 155.73 437.17 2 L N 159.27 431.64 155.73 437.17 2 L N 152.47 444.51 155.73 437.17 2 L N 187.22 424.78 183.43 426.29 2 L N 182.94 418.83 183.43 426.29 2 L N 187.05 431.61 183.43 426.29 2 L N 177.45 425.29 183.43 426.29 2 L N 129.91 458.12 130.84 466 2 L N 140.25 455.79 130.84 466 2 L N 123.56 475.24 130.84 466 2 L N 142.27 472.23 130.84 466 2 L N 133.96 477.25 131.89 474.3 2 L N 142.27 472.23 131.89 474.3 2 L N 123.56 475.24 131.89 474.3 2 L N 130.84 466 131.89 474.3 2 L N 153.55 428.13 151.59 429.01 2 L N 153.21 433.74 151.59 429.01 2 L N 149.55 424.84 151.59 429.01 2 L N 148.11 431.5 151.59 429.01 2 L N 152.47 444.51 161.94 449.22 2 L N 163.19 462.46 161.94 449.22 2 L N 168.49 450.15 161.94 449.22 2 L N 183.43 426.29 182.49 430.03 2 L N 187.05 431.61 182.49 430.03 2 L N 177.45 425.29 182.49 430.03 2 L N 125.29 463.36 126.59 467.93 2 L N 129.91 458.12 126.59 467.93 2 L N 123.56 475.24 126.59 467.93 2 L N 130.84 466 126.59 467.93 2 L N 137.19 445.76 135.46 441.62 2 L N 129.71 448.96 135.46 441.62 2 L N 141.47 433.85 135.46 441.62 2 L N 174.33 462 170.07 456.98 2 L N 163.19 462.46 170.07 456.98 2 L N 168.49 450.15 170.07 456.98 2 L N 177.27 455.48 170.07 456.98 2 L N 170.07 456.98 165.82 455.26 2 L N 163.19 462.46 165.82 455.26 2 L N 168.49 450.15 165.82 455.26 2 L N 161.94 449.22 165.82 455.26 2 L N 170.33 467.22 167.32 463.02 2 L N 174.33 462 167.32 463.02 2 L N 163.19 462.46 167.32 463.02 2 L N 177.27 455.48 172.8 452.36 2 L N 177.73 449.56 172.8 452.36 2 L N 168.49 450.15 172.8 452.36 2 L N 170.07 456.98 172.8 452.36 2 L N 172.8 452.36 173.68 448.23 2 L N 177.73 449.56 173.68 448.23 2 L N 168.49 450.15 173.68 448.23 2 L N 90 450 1.42 1.42 181.5 477.82 G 0 Z 90 450 1.42 1.42 181.5 477.82 A 241.34 480.54 249.9 489.1 R 5 X V 275.61 480.54 284.17 489.1 R V 215.66 471.95 224.22 480.51 R V 224.22 471.95 232.78 480.51 R V 232.78 471.95 241.34 480.51 R V 241.34 471.95 249.9 480.51 R V 215.66 454.83 224.22 463.39 R V 224.22 454.83 232.78 463.39 R V 90 450 14.48 14.48 271.3 459.14 G 215.66 446.27 224.22 454.83 R V 224.22 446.27 232.78 454.83 R V 241.34 437.71 249.9 446.27 R 4 X V 241.34 437.71 249.9 446.27 R V 232.78 429.12 241.34 437.68 R V 232.78 429.12 241.34 437.68 R V 241.34 429.12 249.9 437.68 R V 241.34 429.12 249.9 437.68 R V 249.9 429.12 258.46 437.68 R V 249.9 429.12 258.46 437.68 R V 241.34 420.56 249.9 429.12 R V 241.34 420.56 249.9 429.12 R V 5 X 90 450 9.65 9.65 279.88 424.85 G 207.1 412 292.76 497.66 R 0 X N 258.63 462.46 235.7 455.79 2 L 2 Z N 258.63 462.46 247.91 444.51 2 L N 235.7 455.79 247.91 444.51 2 L N 235.7 455.79 237.71 472.23 2 L N 258.63 462.46 237.71 472.23 2 L N 258.63 462.46 269.77 462 2 L N 236.92 433.85 243.32 438.22 2 L N 247.91 444.51 243.32 438.22 2 L N 235.7 455.79 225.15 448.96 2 L N 219.71 451.12 225.15 448.96 2 L N 235.7 455.79 225.35 458.12 2 L N 219.71 451.12 225.35 458.12 2 L N 225.15 448.96 225.35 458.12 2 L N 269.77 462 265.77 467.22 2 L N 269.77 462 278.76 464.72 2 L N 282.61 458.4 278.76 464.72 2 L N 269.77 462 272.72 455.48 2 L N 282.61 458.4 272.72 455.48 2 L N 273.17 449.56 272.72 455.48 2 L N 237.71 472.23 247.63 474.81 2 L N 245.05 483.49 247.63 474.81 2 L N 258.63 462.46 247.63 474.81 2 L N 237.71 472.23 229.4 477.25 2 L N 219 475.24 229.4 477.25 2 L N 265.77 467.22 272.29 468.29 2 L N 269.77 462 272.29 468.29 2 L N 278.76 464.72 272.29 468.29 2 L N 254.72 431.64 248.65 433.74 2 L N 247.91 444.51 248.65 433.74 2 L N 243.32 438.22 248.65 433.74 2 L N 243.32 438.22 243.55 431.5 2 L N 236.92 433.85 243.55 431.5 2 L N 244.99 424.84 243.55 431.5 2 L N 248.65 433.74 243.55 431.5 2 L N 248.65 433.74 248.99 428.13 2 L N 254.72 431.64 248.99 428.13 2 L N 244.99 424.84 248.99 428.13 2 L N 272.89 425.29 278.39 418.83 2 L N 285.19 420.7 278.39 418.83 2 L N 278.76 464.72 275.61 460.78 2 L N 269.77 462 275.61 460.78 2 L N 282.61 458.4 275.61 460.78 2 L N 272.72 455.48 275.61 460.78 2 L N 278.39 418.83 282.67 424.78 2 L N 282.5 431.61 282.67 424.78 2 L N 285.19 420.7 282.67 424.78 2 L N 272.29 468.29 278.19 473.43 2 L N 278.76 464.72 278.19 473.43 2 L N 243.32 438.22 240.66 442.75 2 L N 236.92 433.85 240.66 442.75 2 L N 235.7 455.79 240.66 442.75 2 L N 247.91 444.51 240.66 442.75 2 L N 272.72 455.48 279.27 452.31 2 L N 273.17 449.56 279.27 452.31 2 L N 282.61 458.4 279.27 452.31 2 L N 225.15 448.96 232.63 445.76 2 L N 236.92 433.85 232.63 445.76 2 L N 235.7 455.79 232.63 445.76 2 L N 240.66 442.75 232.63 445.76 2 L N 225.35 458.12 220.73 463.36 2 L N 219 475.24 220.73 463.36 2 L N 220.73 463.36 220.9 456.84 2 L N 225.35 458.12 220.9 456.84 2 L N 219.71 451.12 220.9 456.84 2 L N 229.4 477.25 237.06 479.21 2 L N 237.71 472.23 237.06 479.21 2 L N 245.05 483.49 237.06 479.21 2 L N 237.06 479.21 241.42 477.56 2 L N 237.71 472.23 241.42 477.56 2 L N 245.05 483.49 241.42 477.56 2 L N 247.63 474.81 241.42 477.56 2 L N 243.55 431.5 241.79 428.47 2 L N 236.92 433.85 241.79 428.47 2 L N 244.99 424.84 241.79 428.47 2 L N 248.65 433.74 251.17 437.17 2 L N 254.72 431.64 251.17 437.17 2 L N 247.91 444.51 251.17 437.17 2 L N 282.67 424.78 278.87 426.29 2 L N 278.39 418.83 278.87 426.29 2 L N 282.5 431.61 278.87 426.29 2 L N 272.89 425.29 278.87 426.29 2 L N 225.35 458.12 226.29 466 2 L N 235.7 455.79 226.29 466 2 L N 219 475.24 226.29 466 2 L N 237.71 472.23 226.29 466 2 L N 229.4 477.25 227.34 474.3 2 L N 237.71 472.23 227.34 474.3 2 L N 219 475.24 227.34 474.3 2 L N 226.29 466 227.34 474.3 2 L N 248.99 428.13 247.04 429.01 2 L N 248.65 433.74 247.04 429.01 2 L N 244.99 424.84 247.04 429.01 2 L N 243.55 431.5 247.04 429.01 2 L N 247.91 444.51 257.38 449.22 2 L N 258.63 462.46 257.38 449.22 2 L N 263.93 450.15 257.38 449.22 2 L N 278.87 426.29 277.93 430.03 2 L N 282.5 431.61 277.93 430.03 2 L N 272.89 425.29 277.93 430.03 2 L N 220.73 463.36 222.03 467.93 2 L N 225.35 458.12 222.03 467.93 2 L N 219 475.24 222.03 467.93 2 L N 226.29 466 222.03 467.93 2 L N 232.63 445.76 230.93 441.62 2 L N 225.15 448.96 230.93 441.62 2 L N 236.92 433.85 230.93 441.62 2 L N 269.77 462 265.52 456.98 2 L N 258.63 462.46 265.52 456.98 2 L N 263.93 450.15 265.52 456.98 2 L N 272.72 455.48 265.52 456.98 2 L N 265.52 456.98 261.27 455.26 2 L N 258.63 462.46 261.27 455.26 2 L N 263.93 450.15 261.27 455.26 2 L N 257.38 449.22 261.27 455.26 2 L N 265.77 467.22 262.77 463.02 2 L N 269.77 462 262.77 463.02 2 L N 258.63 462.46 262.77 463.02 2 L N 272.72 455.48 268.24 452.36 2 L N 273.17 449.56 268.24 452.36 2 L N 263.93 450.15 268.24 452.36 2 L N 265.52 456.98 268.24 452.36 2 L N 268.24 452.36 269.12 448.23 2 L N 273.17 449.56 269.12 448.23 2 L N 263.93 450.15 269.12 448.23 2 L N 336.78 480.54 345.34 489.1 R 5 X V 371.05 480.54 379.61 489.1 R V 311.1 471.95 319.66 480.51 R V 319.66 471.95 328.22 480.51 R V 328.22 471.95 336.78 480.51 R V 336.78 471.95 345.34 480.51 R V 311.1 454.83 319.66 463.39 R V 319.66 454.83 328.22 463.39 R V 90 450 14.48 14.48 366.74 459.14 G 311.1 446.27 319.66 454.83 R V 319.66 446.27 328.22 454.83 R V 336.78 437.71 345.34 446.27 R 4 X V 336.78 437.71 345.34 446.27 R V 328.22 429.12 336.78 437.68 R V 328.22 429.12 336.78 437.68 R V 336.78 429.12 345.34 437.68 R V 336.78 429.12 345.34 437.68 R V 345.37 429.12 353.93 437.68 R V 345.37 429.12 353.93 437.68 R V 336.78 420.56 345.34 429.12 R V 336.78 420.56 345.34 429.12 R V 5 X 90 450 9.65 9.65 375.32 424.85 G 302.54 412 388.2 497.66 R 0 Z 0 X N 353.73 461.63 330.2 456.16 2 L 2 Z N 353.73 461.63 341.49 443.83 2 L N 330.2 456.16 341.49 443.83 2 L N 330.2 456.16 334.37 471.33 2 L N 353.73 461.63 334.37 471.33 2 L N 353.73 461.63 364.28 463.11 2 L N 334.43 432.97 339.36 436.57 2 L N 341.49 443.83 339.36 436.57 2 L N 330.2 456.16 321.53 452 2 L N 314.64 452.76 321.53 452 2 L N 330.2 456.16 322.04 457.92 2 L N 314.64 452.76 322.04 457.92 2 L N 321.53 452 322.04 457.92 2 L N 364.28 463.11 361.61 468.21 2 L N 378.25 459.73 375.11 464.38 2 L N 364.28 463.11 368.61 456.45 2 L N 370.26 449.27 368.61 456.45 2 L N 334.37 471.33 342.19 475.13 2 L N 353.73 461.63 342.19 475.13 2 L N 334.37 471.33 323.66 477.71 2 L N 316.51 477.39 323.66 477.71 2 L N 361.61 468.21 367.71 468.66 2 L N 364.28 463.11 367.71 468.66 2 L N 375.11 464.38 367.71 468.66 2 L N 341.49 443.83 342.99 433.88 2 L N 339.36 436.57 342.99 433.88 2 L N 339.36 436.57 338.74 431.33 2 L N 334.43 432.97 338.74 431.33 2 L N 342.02 423.54 338.74 431.33 2 L N 342.99 433.88 338.74 431.33 2 L N 342.99 433.88 344.46 427.87 2 L N 342.02 423.54 344.46 427.87 2 L N 368.84 425.41 371.28 419.45 2 L N 375.11 464.38 371.99 460.44 2 L N 364.28 463.11 371.99 460.44 2 L N 378.25 459.73 371.99 460.44 2 L N 368.61 456.45 371.99 460.44 2 L N 371.28 419.45 378.36 423.05 2 L N 378.68 429.86 378.36 423.05 2 L N 381.88 421.81 378.36 423.05 2 L N 339.36 436.57 335.79 441.39 2 L N 334.43 432.97 335.79 441.39 2 L N 330.2 456.16 335.79 441.39 2 L N 341.49 443.83 335.79 441.39 2 L N 368.61 456.45 376.75 454.04 2 L N 370.26 449.27 376.75 454.04 2 L N 378.25 459.73 376.75 454.04 2 L N 321.53 452 327.96 447.54 2 L N 330.2 456.16 327.96 447.54 2 L N 335.79 441.39 327.96 447.54 2 L N 322.04 457.92 317.05 463.05 2 L N 317.05 463.05 317.25 457.21 2 L N 322.04 457.92 317.25 457.21 2 L N 314.64 452.76 317.25 457.21 2 L N 323.66 477.71 331.54 479.07 2 L N 334.37 471.33 331.54 479.07 2 L N 331.54 479.07 336.86 477.85 2 L N 334.37 471.33 336.86 477.85 2 L N 340.46 484.57 336.86 477.85 2 L N 342.19 475.13 336.86 477.85 2 L N 338.74 431.33 337.49 427.65 2 L N 334.43 432.97 337.49 427.65 2 L N 342.02 423.54 337.49 427.65 2 L N 342.99 433.88 345.65 437.43 2 L N 351.15 433.12 345.65 437.43 2 L N 341.49 443.83 345.65 437.43 2 L N 378.36 423.05 374.25 425.21 2 L N 371.28 419.45 374.25 425.21 2 L N 378.68 429.86 374.25 425.21 2 L N 368.84 425.41 374.25 425.21 2 L N 322.04 457.92 324.51 465.23 2 L N 330.2 456.16 324.51 465.23 2 L N 334.37 471.33 324.51 465.23 2 L N 323.66 477.71 325.05 473.43 2 L N 334.37 471.33 325.05 473.43 2 L N 316.51 477.39 325.05 473.43 2 L N 324.51 465.23 325.05 473.43 2 L N 344.46 427.87 341.97 429.09 2 L N 342.99 433.88 341.97 429.09 2 L N 342.02 423.54 341.97 429.09 2 L N 338.74 431.33 341.97 429.09 2 L N 341.49 443.83 352.65 450.1 2 L N 353.73 461.63 352.65 450.1 2 L N 359.74 450.04 352.65 450.1 2 L N 374.25 425.21 373.86 431.05 2 L N 378.68 429.86 373.86 431.05 2 L N 368.84 425.41 373.86 431.05 2 L N 317.05 463.05 318.27 467.78 2 L N 324.51 465.23 318.27 467.78 2 L N 327.96 447.54 326.75 441.68 2 L N 321.53 452 326.75 441.68 2 L N 364.28 463.11 361.47 457.38 2 L N 353.73 461.63 361.47 457.38 2 L N 359.74 450.04 361.47 457.38 2 L N 368.61 456.45 361.47 457.38 2 L N 361.47 457.38 356.11 455.43 2 L N 353.73 461.63 356.11 455.43 2 L N 359.74 450.04 356.11 455.43 2 L N 352.65 450.1 356.11 455.43 2 L N 361.61 468.21 357.47 466.14 2 L N 364.28 463.11 357.47 466.14 2 L N 353.73 461.63 357.47 466.14 2 L N 368.61 456.45 364.87 452.39 2 L N 370.26 449.27 364.87 452.39 2 L N 359.74 450.04 364.87 452.39 2 L N 361.47 457.38 364.87 452.39 2 L N 364.87 452.39 366.29 448 2 L N 370.26 449.27 366.29 448 2 L N 359.74 450.04 366.29 448 2 L N 336.86 477.85 337.8 481.19 2 L N 331.54 479.07 337.8 481.19 2 L N 340.46 484.57 337.8 481.19 2 L N 367.71 468.66 373.46 470.79 2 L N 375.11 464.38 373.46 470.79 2 L N 373.46 470.79 369.92 473.85 2 L N 376.32 482.64 369.92 473.85 2 L N 367.71 468.66 369.92 473.85 2 L N 327.96 447.54 330.71 438.42 2 L N 335.79 441.39 330.71 438.42 2 L N 334.43 432.97 330.71 438.42 2 L N 326.75 441.68 330.71 438.42 2 L N 344.46 427.87 348.09 430.68 2 L N 342.99 433.88 348.09 430.68 2 L N 351.15 433.12 348.09 430.68 2 L N 369.92 473.85 373.23 477.85 2 L N 373.46 470.79 373.23 477.85 2 L N 376.32 482.64 373.23 477.85 2 L N 378.36 423.05 376.86 418.01 2 L N 371.28 419.45 376.86 418.01 2 L N 381.88 421.81 376.86 418.01 2 L N 336.86 477.85 341.71 479.52 2 L N 342.19 475.13 341.71 479.52 2 L N 340.46 484.57 341.71 479.52 2 L N 345.65 437.43 347.18 433.97 2 L N 342.99 433.88 347.18 433.97 2 L N 351.15 433.12 347.18 433.97 2 L N 348.09 430.68 347.18 433.97 2 L N 371.99 460.44 373.83 457.49 2 L N 368.61 456.45 373.83 457.49 2 L N 378.25 459.73 373.83 457.49 2 L N 376.75 454.04 373.83 457.49 2 L N 330.71 438.42 330.63 435.5 2 L N 326.75 441.68 330.63 435.5 2 L N 334.43 432.97 330.63 435.5 2 L N 325.05 473.43 319.77 471.55 2 L N 324.51 465.23 319.77 471.55 2 L N 316.51 477.39 319.77 471.55 2 L N 318.27 467.78 319.77 471.55 2 L N 318.27 467.78 316.29 470.93 2 L N 317.05 463.05 316.29 470.93 2 L N 316.51 477.39 316.29 470.93 2 L N 316.29 470.93 317.59 472.94 2 L N 318.27 467.78 317.59 472.94 2 L N 316.51 477.39 317.59 472.94 2 L N 319.77 471.55 317.59 472.94 2 L N 367.71 468.66 370.31 464.72 2 L N 375.11 464.38 370.31 464.72 2 L N 364.28 463.11 370.31 464.72 2 L N 371.99 460.44 370.31 464.72 2 L N 318.27 467.78 320.17 463.08 2 L N 317.05 463.05 320.17 463.08 2 L N 322.04 457.92 320.17 463.08 2 L N 324.51 465.23 320.17 463.08 2 L N 90 450 1.42 1.42 352.63 450.1 G 0 Z 90 450 1.42 1.42 352.63 450.1 A 432.22 480.54 440.78 489.1 R 5 X V 466.49 480.54 475.05 489.1 R V 406.54 471.95 415.1 480.51 R V 415.1 471.95 423.66 480.51 R V 423.66 471.95 432.22 480.51 R V 432.22 471.95 440.78 480.51 R V 406.54 454.83 415.1 463.39 R V 415.1 454.83 423.66 463.39 R V 90 450 14.48 14.48 462.18 459.14 G 406.54 446.27 415.1 454.83 R V 415.1 446.27 423.66 454.83 R V 432.22 437.71 440.78 446.27 R 4 X V 432.22 437.71 440.78 446.27 R V 423.66 429.12 432.22 437.68 R V 423.66 429.12 432.22 437.68 R V 432.22 429.12 440.78 437.68 R V 432.22 429.12 440.78 437.68 R V 440.81 429.12 449.37 437.68 R V 440.81 429.12 449.37 437.68 R V 432.22 420.56 440.78 429.12 R V 432.22 420.56 440.78 429.12 R V 5 X 90 450 9.65 9.65 470.76 424.85 G 397.98 412 483.64 497.66 R 0 X N 449.17 461.63 425.65 456.16 2 L 2 Z N 449.17 461.63 436.93 443.83 2 L N 425.65 456.16 436.93 443.83 2 L N 425.65 456.16 429.81 471.33 2 L N 449.17 461.63 429.81 471.33 2 L N 449.17 461.63 459.72 463.11 2 L N 429.9 432.97 434.8 436.57 2 L N 436.93 443.83 434.8 436.57 2 L N 425.65 456.16 416.97 452 2 L N 410.08 452.76 416.97 452 2 L N 425.65 456.16 417.48 457.92 2 L N 410.08 452.76 417.48 457.92 2 L N 416.97 452 417.48 457.92 2 L N 459.72 463.11 457.05 468.21 2 L N 473.69 459.73 470.55 464.38 2 L N 459.72 463.11 464.06 456.45 2 L N 465.7 449.27 464.06 456.45 2 L N 429.81 471.33 437.64 475.13 2 L N 449.17 461.63 437.64 475.13 2 L N 429.81 471.33 419.1 477.71 2 L N 411.98 477.39 419.1 477.71 2 L N 457.05 468.21 463.15 468.66 2 L N 459.72 463.11 463.15 468.66 2 L N 470.55 464.38 463.15 468.66 2 L N 436.93 443.83 438.43 433.88 2 L N 434.8 436.57 438.43 433.88 2 L N 434.8 436.57 434.18 431.33 2 L N 429.9 432.97 434.18 431.33 2 L N 437.47 423.54 434.18 431.33 2 L N 438.43 433.88 434.18 431.33 2 L N 438.43 433.88 439.9 427.87 2 L N 437.47 423.54 439.9 427.87 2 L N 464.28 425.41 466.72 419.45 2 L N 470.55 464.38 467.43 460.44 2 L N 459.72 463.11 467.43 460.44 2 L N 473.69 459.73 467.43 460.44 2 L N 464.06 456.45 467.43 460.44 2 L N 466.72 419.45 473.81 423.05 2 L N 474.12 429.86 473.81 423.05 2 L N 477.32 421.81 473.81 423.05 2 L N 434.8 436.57 431.23 441.39 2 L N 429.9 432.97 431.23 441.39 2 L N 425.65 456.16 431.23 441.39 2 L N 436.93 443.83 431.23 441.39 2 L N 464.06 456.45 472.19 454.04 2 L N 465.7 449.27 472.19 454.04 2 L N 473.69 459.73 472.19 454.04 2 L N 416.97 452 423.41 447.54 2 L N 425.65 456.16 423.41 447.54 2 L N 431.23 441.39 423.41 447.54 2 L N 417.48 457.92 412.49 463.05 2 L N 412.49 463.05 412.69 457.21 2 L N 417.48 457.92 412.69 457.21 2 L N 410.08 452.76 412.69 457.21 2 L N 419.1 477.71 426.98 479.07 2 L N 429.81 471.33 426.98 479.07 2 L N 426.98 479.07 432.31 477.85 2 L N 429.81 471.33 432.31 477.85 2 L N 435.91 484.57 432.31 477.85 2 L N 437.64 475.13 432.31 477.85 2 L N 434.18 431.33 432.93 427.65 2 L N 429.9 432.97 432.93 427.65 2 L N 437.47 423.54 432.93 427.65 2 L N 438.43 433.88 441.1 437.43 2 L N 446.59 433.12 441.1 437.43 2 L N 436.93 443.83 441.1 437.43 2 L N 473.81 423.05 469.7 425.21 2 L N 466.72 419.45 469.7 425.21 2 L N 474.12 429.86 469.7 425.21 2 L N 464.28 425.41 469.7 425.21 2 L N 417.48 457.92 419.95 465.23 2 L N 425.65 456.16 419.95 465.23 2 L N 429.81 471.33 419.95 465.23 2 L N 419.1 477.71 420.49 473.43 2 L N 429.81 471.33 420.49 473.43 2 L N 411.98 477.39 420.49 473.43 2 L N 419.95 465.23 420.49 473.43 2 L N 439.9 427.87 437.41 429.09 2 L N 438.43 433.88 437.41 429.09 2 L N 437.47 423.54 437.41 429.09 2 L N 434.18 431.33 437.41 429.09 2 L N 469.7 425.21 469.3 431.05 2 L N 474.12 429.86 469.3 431.05 2 L N 464.28 425.41 469.3 431.05 2 L N 412.49 463.05 413.71 467.78 2 L N 419.95 465.23 413.71 467.78 2 L N 423.41 447.54 422.19 441.68 2 L N 416.97 452 422.19 441.68 2 L N 459.72 463.11 456.91 457.38 2 L N 449.17 461.63 456.91 457.38 2 L N 455.18 450.04 456.91 457.38 2 L N 464.06 456.45 456.91 457.38 2 L N 456.91 457.38 451.55 455.43 2 L N 449.17 461.63 451.55 455.43 2 L N 455.18 450.04 451.55 455.43 2 L N 457.05 468.21 452.92 466.14 2 L N 459.72 463.11 452.92 466.14 2 L N 449.17 461.63 452.92 466.14 2 L N 464.06 456.45 460.34 452.39 2 L N 465.7 449.27 460.34 452.39 2 L N 455.18 450.04 460.34 452.39 2 L N 456.91 457.38 460.34 452.39 2 L N 460.34 452.39 461.73 448 2 L N 465.7 449.27 461.73 448 2 L N 455.18 450.04 461.73 448 2 L N 432.31 477.85 433.24 481.19 2 L N 426.98 479.07 433.24 481.19 2 L N 435.91 484.57 433.24 481.19 2 L N 463.15 468.66 468.9 470.79 2 L N 470.55 464.38 468.9 470.79 2 L N 468.9 470.79 465.36 473.85 2 L N 471.77 482.64 465.36 473.85 2 L N 463.15 468.66 465.36 473.85 2 L N 423.41 447.54 426.16 438.42 2 L N 431.23 441.39 426.16 438.42 2 L N 429.9 432.97 426.16 438.42 2 L N 422.19 441.68 426.16 438.42 2 L N 439.9 427.87 443.53 430.68 2 L N 438.43 433.88 443.53 430.68 2 L N 446.59 433.12 443.53 430.68 2 L N 465.36 473.85 468.68 477.85 2 L N 468.9 470.79 468.68 477.85 2 L N 471.77 482.64 468.68 477.85 2 L N 473.81 423.05 472.33 418.01 2 L N 466.72 419.45 472.33 418.01 2 L N 477.32 421.81 472.33 418.01 2 L N 432.31 477.85 437.15 479.52 2 L N 437.64 475.13 437.15 479.52 2 L N 435.91 484.57 437.15 479.52 2 L N 441.1 437.43 442.63 433.97 2 L N 438.43 433.88 442.63 433.97 2 L N 446.59 433.12 442.63 433.97 2 L N 443.53 430.68 442.63 433.97 2 L N 467.43 460.44 469.27 457.49 2 L N 464.06 456.45 469.27 457.49 2 L N 473.69 459.73 469.27 457.49 2 L N 472.19 454.04 469.27 457.49 2 L N 426.16 438.42 426.07 435.5 2 L N 422.19 441.68 426.07 435.5 2 L N 429.9 432.97 426.07 435.5 2 L N 420.49 473.43 415.21 471.55 2 L N 419.95 465.23 415.21 471.55 2 L N 411.98 477.39 415.21 471.55 2 L N 413.71 467.78 415.21 471.55 2 L N 413.71 467.78 411.73 470.93 2 L N 412.49 463.05 411.73 470.93 2 L N 411.98 477.39 411.73 470.93 2 L N 411.73 470.93 413.03 472.94 2 L N 413.71 467.78 413.03 472.94 2 L N 411.98 477.39 413.03 472.94 2 L N 415.21 471.55 413.03 472.94 2 L N 463.15 468.66 465.76 464.72 2 L N 470.55 464.38 465.76 464.72 2 L N 459.72 463.11 465.76 464.72 2 L N 467.43 460.44 465.76 464.72 2 L N 413.71 467.78 415.61 463.08 2 L N 412.49 463.05 415.61 463.08 2 L N 417.48 457.92 415.61 463.08 2 L N 419.95 465.23 415.61 463.08 2 L N 145.9 385.07 154.46 393.63 R 5 X V 180.17 385.07 188.73 393.63 R V 120.21 376.51 128.77 385.07 R V 128.77 376.51 137.34 385.07 R V 137.34 376.51 145.9 385.07 R V 145.9 376.51 154.46 385.07 R V 120.21 359.39 128.77 367.95 R V 128.77 359.39 137.34 367.95 R V 90 450 14.48 14.48 175.86 363.7 G 120.21 350.83 128.77 359.39 R V 128.77 350.83 137.34 359.39 R V 145.9 342.27 154.46 350.83 R 4 X V 145.9 342.27 154.46 350.83 R V 137.34 333.68 145.9 342.24 R V 137.34 333.68 145.9 342.24 R V 145.9 333.68 154.46 342.24 R V 145.9 333.68 154.46 342.24 R V 154.46 333.68 163.02 342.24 R V 154.46 333.68 163.02 342.24 R V 145.9 325.12 154.46 333.68 R V 145.9 325.12 154.46 333.68 R V 5 X 90 450 9.65 9.65 184.43 329.41 G 111.65 316.55 197.32 402.22 R 0 Z 0 X N 162.79 365.26 139.94 360.15 2 L 2 Z N 162.79 365.26 151.85 348.39 2 L N 139.94 360.15 151.85 348.39 2 L N 139.94 360.15 143.09 376.17 2 L N 162.79 365.26 143.09 376.17 2 L N 162.79 365.26 173.45 367.27 2 L N 142.95 336.68 148.25 341.53 2 L N 139.94 360.15 131.98 357.01 2 L N 123.33 356.75 131.98 357.01 2 L N 139.94 360.15 131.04 362.19 2 L N 123.33 356.75 131.04 362.19 2 L N 131.98 357.01 131.04 362.19 2 L N 173.45 367.27 170.9 372.88 2 L N 187.05 364.4 183.71 370.02 2 L N 173.45 367.27 177.19 361.14 2 L N 179.23 354.12 177.19 361.14 2 L N 143.09 376.17 151.37 379.63 2 L N 162.79 365.26 151.37 379.63 2 L N 143.09 376.17 133.03 382.97 2 L N 125.12 383.09 133.03 382.97 2 L N 170.9 372.88 174.33 375.8 2 L N 173.45 367.27 174.33 375.8 2 L N 183.71 370.02 174.33 375.8 2 L N 151.85 348.39 152.13 339.03 2 L N 148.25 341.53 152.13 339.03 2 L N 148.25 341.53 147.65 335.58 2 L N 142.95 336.68 147.65 335.58 2 L N 149.81 328.43 147.65 335.58 2 L N 152.13 339.03 147.65 335.58 2 L N 152.13 339.03 153.58 332.94 2 L N 149.81 328.43 153.58 332.94 2 L N 177.93 330.56 180.54 323.61 2 L N 183.71 370.02 180.22 365.09 2 L N 173.45 367.27 180.22 365.09 2 L N 187.05 364.4 180.22 365.09 2 L N 177.19 361.14 180.22 365.09 2 L N 180.54 323.61 187.11 328.12 2 L N 188.22 335.52 187.11 328.12 2 L N 190.74 326.22 187.11 328.12 2 L N 148.25 341.53 145.27 346.8 2 L N 139.94 360.15 145.27 346.8 2 L N 151.85 348.39 145.27 346.8 2 L N 177.19 361.14 185.44 358.62 2 L N 179.23 354.12 185.44 358.62 2 L N 187.05 364.4 185.44 358.62 2 L N 131.98 357.01 136.74 352.33 2 L N 139.94 360.15 136.74 352.33 2 L N 145.27 346.8 136.74 352.33 2 L N 131.04 362.19 126.22 367.44 2 L N 126.22 367.44 127.07 361.23 2 L N 131.04 362.19 127.07 361.23 2 L N 123.33 356.75 127.07 361.23 2 L N 133.03 382.97 139.46 382.8 2 L N 143.09 376.17 139.46 382.8 2 L N 139.46 382.8 146.09 381.7 2 L N 143.09 376.17 146.09 381.7 2 L N 151.37 379.63 146.09 381.7 2 L N 147.65 335.58 146.83 332.03 2 L N 142.95 336.68 146.83 332.03 2 L N 149.81 328.43 146.83 332.03 2 L N 152.13 339.03 153.38 342.55 2 L N 151.85 348.39 153.38 342.55 2 L N 187.11 328.12 183.06 329.71 2 L N 180.54 323.61 183.06 329.71 2 L N 188.22 335.52 183.06 329.71 2 L N 177.93 330.56 183.06 329.71 2 L N 131.04 362.19 134.33 369.11 2 L N 139.94 360.15 134.33 369.11 2 L N 143.09 376.17 134.33 369.11 2 L N 133.03 382.97 133.54 377.64 2 L N 143.09 376.17 133.54 377.64 2 L N 125.12 383.09 133.54 377.64 2 L N 134.33 369.11 133.54 377.64 2 L N 153.58 332.94 150.91 333.88 2 L N 152.13 339.03 150.91 333.88 2 L N 149.81 328.43 150.91 333.88 2 L N 147.65 335.58 150.91 333.88 2 L N 183.06 329.71 183.28 334.9 2 L N 188.22 335.52 183.28 334.9 2 L N 177.93 330.56 183.28 334.9 2 L N 126.22 367.44 127.58 372.26 2 L N 134.33 369.11 127.58 372.26 2 L N 136.74 352.33 135.78 346.69 2 L N 131.98 357.01 135.78 346.69 2 L N 173.45 367.27 170.44 361.91 2 L N 162.79 365.26 170.44 361.91 2 L N 168.35 354.26 170.44 361.91 2 L N 177.19 361.14 170.44 361.91 2 L N 170.44 361.91 164.58 360.78 2 L N 162.79 365.26 164.58 360.78 2 L N 168.35 354.26 164.58 360.78 2 L N 170.9 372.88 166.73 370.47 2 L N 173.45 367.27 166.73 370.47 2 L N 162.79 365.26 166.73 370.47 2 L N 177.19 361.14 174.07 357.01 2 L N 179.23 354.12 174.07 357.01 2 L N 168.35 354.26 174.07 357.01 2 L N 170.44 361.91 174.07 357.01 2 L N 174.07 357.01 175.35 352.58 2 L N 179.23 354.12 175.35 352.58 2 L N 168.35 354.26 175.35 352.58 2 L N 146.09 381.7 146.75 385.69 2 L N 139.46 382.8 146.75 385.69 2 L N 149.15 390.23 146.75 385.69 2 L N 174.33 375.8 182.04 375.37 2 L N 183.71 370.02 182.04 375.37 2 L N 182.04 375.37 178.95 378.61 2 L N 185.38 387.34 178.95 378.61 2 L N 174.33 375.8 178.95 378.61 2 L N 136.74 352.33 139.94 342.95 2 L N 145.27 346.8 139.94 342.95 2 L N 142.95 336.68 139.94 342.95 2 L N 135.78 346.69 139.94 342.95 2 L N 153.58 332.94 156.92 335.26 2 L N 152.13 339.03 156.92 335.26 2 L N 160.1 337.73 156.92 335.26 2 L N 178.95 378.61 182.46 382.57 2 L N 182.04 375.37 182.46 382.57 2 L N 185.38 387.34 182.46 382.57 2 L N 187.11 328.12 186.03 322.34 2 L N 180.54 323.61 186.03 322.34 2 L N 190.74 326.22 186.03 322.34 2 L N 146.09 381.7 150.63 384.16 2 L N 151.37 379.63 150.63 384.16 2 L N 149.15 390.23 150.63 384.16 2 L N 153.38 342.55 156.07 338.75 2 L N 152.13 339.03 156.07 338.75 2 L N 160.1 337.73 156.07 338.75 2 L N 156.92 335.26 156.07 338.75 2 L N 180.22 365.09 182.6 362.11 2 L N 177.19 361.14 182.6 362.11 2 L N 187.05 364.4 182.6 362.11 2 L N 185.44 358.62 182.6 362.11 2 L N 139.94 342.95 139.91 340.25 2 L N 135.78 346.69 139.91 340.25 2 L N 142.95 336.68 139.91 340.25 2 L N 133.54 377.64 129.14 376.37 2 L N 134.33 369.11 129.14 376.37 2 L N 125.12 383.09 129.14 376.37 2 L N 127.58 372.26 129.14 376.37 2 L N 127.58 372.26 125.4 375.72 2 L N 126.22 367.44 125.4 375.72 2 L N 125.12 383.09 125.4 375.72 2 L N 125.4 375.72 126.68 377.53 2 L N 127.58 372.26 126.68 377.53 2 L N 125.12 383.09 126.68 377.53 2 L N 129.14 376.37 126.68 377.53 2 L N 174.33 375.8 178.21 369.56 2 L N 183.71 370.02 178.21 369.56 2 L N 173.45 367.27 178.21 369.56 2 L N 180.22 365.09 178.21 369.56 2 L N 127.58 372.26 129.2 367.32 2 L N 126.22 367.44 129.2 367.32 2 L N 131.04 362.19 129.2 367.32 2 L N 134.33 369.11 129.2 367.32 2 L N 156.07 338.75 157.89 340.79 2 L N 153.38 342.55 157.89 340.79 2 L N 160.1 337.73 157.89 340.79 2 L N 152.13 339.03 149.92 344.9 2 L N 148.25 341.53 149.92 344.9 2 L N 151.85 348.39 149.92 344.9 2 L N 145.27 346.8 149.92 344.9 2 L N 145.27 346.8 143.6 341.13 2 L N 148.25 341.53 143.6 341.13 2 L N 142.95 336.68 143.6 341.13 2 L N 139.94 342.95 143.6 341.13 2 L N 146.75 385.69 147.79 386.15 2 L N 146.09 381.7 147.79 386.15 2 L N 149.15 390.23 147.79 386.15 2 L N 150.63 384.16 147.79 386.15 2 L N 90 450 1.42 1.42 135.75 346.69 G 0 Z 90 450 1.42 1.42 135.75 346.69 A 241.34 385.07 249.9 393.63 R 5 X V 275.61 385.07 284.17 393.63 R V 215.66 376.51 224.22 385.07 R V 224.22 376.51 232.78 385.07 R V 232.78 376.51 241.34 385.07 R V 241.34 376.51 249.9 385.07 R V 215.66 359.39 224.22 367.95 R V 224.22 359.39 232.78 367.95 R V 90 450 14.48 14.48 271.3 363.7 G 215.66 350.83 224.22 359.39 R V 224.22 350.83 232.78 359.39 R V 241.34 342.27 249.9 350.83 R 4 X V 241.34 342.27 249.9 350.83 R V 232.78 333.68 241.34 342.24 R V 232.78 333.68 241.34 342.24 R V 241.34 333.68 249.9 342.24 R V 241.34 333.68 249.9 342.24 R V 249.9 333.68 258.46 342.24 R V 249.9 333.68 258.46 342.24 R V 241.34 325.12 249.9 333.68 R V 241.34 325.12 249.9 333.68 R V 5 X 90 450 9.65 9.65 279.88 329.41 G 207.1 316.55 292.76 402.22 R 0 X N 258.23 365.26 235.41 360.15 2 L 2 Z N 258.23 365.26 247.29 348.39 2 L N 235.41 360.15 247.29 348.39 2 L N 235.41 360.15 238.53 376.17 2 L N 258.23 365.26 238.53 376.17 2 L N 258.23 365.26 268.89 367.27 2 L N 238.39 336.68 243.69 341.53 2 L N 235.41 360.15 227.42 357.01 2 L N 218.77 356.75 227.42 357.01 2 L N 235.41 360.15 226.48 362.19 2 L N 218.77 356.75 226.48 362.19 2 L N 227.42 357.01 226.48 362.19 2 L N 268.89 367.27 266.34 372.88 2 L N 282.5 364.4 279.15 370.02 2 L N 268.89 367.27 272.66 361.14 2 L N 274.67 354.12 272.66 361.14 2 L N 238.53 376.17 246.81 379.63 2 L N 258.23 365.26 246.81 379.63 2 L N 238.53 376.17 228.47 382.97 2 L N 220.56 383.09 228.47 382.97 2 L N 266.34 372.88 269.77 375.8 2 L N 268.89 367.27 269.77 375.8 2 L N 279.15 370.02 269.77 375.8 2 L N 247.29 348.39 247.57 339.03 2 L N 243.69 341.53 247.57 339.03 2 L N 243.69 341.53 243.1 335.58 2 L N 238.39 336.68 243.1 335.58 2 L N 245.25 328.43 243.1 335.58 2 L N 247.57 339.03 243.1 335.58 2 L N 247.57 339.03 249.02 332.94 2 L N 245.25 328.43 249.02 332.94 2 L N 273.37 330.56 275.98 323.61 2 L N 279.15 370.02 275.67 365.09 2 L N 268.89 367.27 275.67 365.09 2 L N 282.5 364.4 275.67 365.09 2 L N 272.66 361.14 275.67 365.09 2 L N 275.98 323.61 282.55 328.12 2 L N 283.66 335.52 282.55 328.12 2 L N 286.18 326.22 282.55 328.12 2 L N 243.69 341.53 240.71 346.8 2 L N 235.41 360.15 240.71 346.8 2 L N 247.29 348.39 240.71 346.8 2 L N 272.66 361.14 280.88 358.62 2 L N 274.67 354.12 280.88 358.62 2 L N 282.5 364.4 280.88 358.62 2 L N 227.42 357.01 232.18 352.33 2 L N 235.41 360.15 232.18 352.33 2 L N 240.71 346.8 232.18 352.33 2 L N 226.48 362.19 221.66 367.44 2 L N 221.66 367.44 222.52 361.23 2 L N 226.48 362.19 222.52 361.23 2 L N 218.77 356.75 222.52 361.23 2 L N 228.47 382.97 234.9 382.8 2 L N 238.53 376.17 234.9 382.8 2 L N 234.9 382.8 241.54 381.7 2 L N 238.53 376.17 241.54 381.7 2 L N 246.81 379.63 241.54 381.7 2 L N 243.1 335.58 242.27 332.03 2 L N 238.39 336.68 242.27 332.03 2 L N 245.25 328.43 242.27 332.03 2 L N 247.57 339.03 248.82 342.55 2 L N 247.29 348.39 248.82 342.55 2 L N 282.55 328.12 278.5 329.71 2 L N 275.98 323.61 278.5 329.71 2 L N 283.66 335.52 278.5 329.71 2 L N 273.37 330.56 278.5 329.71 2 L N 226.48 362.19 229.77 369.11 2 L N 235.41 360.15 229.77 369.11 2 L N 238.53 376.17 229.77 369.11 2 L N 228.47 382.97 228.98 377.64 2 L N 238.53 376.17 228.98 377.64 2 L N 220.56 383.09 228.98 377.64 2 L N 229.77 369.11 228.98 377.64 2 L N 249.02 332.94 246.35 333.88 2 L N 247.57 339.03 246.35 333.88 2 L N 245.25 328.43 246.35 333.88 2 L N 243.1 335.58 246.35 333.88 2 L N 278.5 329.71 278.73 334.9 2 L N 283.66 335.52 278.73 334.9 2 L N 273.37 330.56 278.73 334.9 2 L N 221.66 367.44 223.05 372.26 2 L N 229.77 369.11 223.05 372.26 2 L N 268.89 367.27 265.89 361.91 2 L N 258.23 365.26 265.89 361.91 2 L N 263.79 354.26 265.89 361.91 2 L N 272.66 361.14 265.89 361.91 2 L N 265.89 361.91 260.02 360.78 2 L N 258.23 365.26 260.02 360.78 2 L N 263.79 354.26 260.02 360.78 2 L N 266.34 372.88 262.17 370.47 2 L N 268.89 367.27 262.17 370.47 2 L N 258.23 365.26 262.17 370.47 2 L N 272.66 361.14 269.51 357.01 2 L N 274.67 354.12 269.51 357.01 2 L N 263.79 354.26 269.51 357.01 2 L N 265.89 361.91 269.51 357.01 2 L N 269.51 357.01 270.79 352.58 2 L N 274.67 354.12 270.79 352.58 2 L N 263.79 354.26 270.79 352.58 2 L N 241.54 381.7 242.19 385.69 2 L N 234.9 382.8 242.19 385.69 2 L N 244.6 390.23 242.19 385.69 2 L N 269.77 375.8 277.48 375.37 2 L N 279.15 370.02 277.48 375.37 2 L N 277.48 375.37 274.39 378.61 2 L N 280.82 387.34 274.39 378.61 2 L N 269.77 375.8 274.39 378.61 2 L N 232.18 352.33 235.41 342.95 2 L N 240.71 346.8 235.41 342.95 2 L N 238.39 336.68 235.41 342.95 2 L N 249.02 332.94 252.37 335.26 2 L N 247.57 339.03 252.37 335.26 2 L N 255.54 337.73 252.37 335.26 2 L N 274.39 378.61 277.9 382.57 2 L N 277.48 375.37 277.9 382.57 2 L N 280.82 387.34 277.9 382.57 2 L N 282.55 328.12 281.48 322.34 2 L N 275.98 323.61 281.48 322.34 2 L N 286.18 326.22 281.48 322.34 2 L N 241.54 381.7 246.07 384.16 2 L N 246.81 379.63 246.07 384.16 2 L N 244.6 390.23 246.07 384.16 2 L N 248.82 342.55 251.51 338.75 2 L N 247.57 339.03 251.51 338.75 2 L N 255.54 337.73 251.51 338.75 2 L N 252.37 335.26 251.51 338.75 2 L N 275.67 365.09 278.05 362.11 2 L N 272.66 361.14 278.05 362.11 2 L N 282.5 364.4 278.05 362.11 2 L N 280.88 358.62 278.05 362.11 2 L N 235.41 342.95 235.36 340.25 2 L N 238.39 336.68 235.36 340.25 2 L N 228.98 377.64 224.59 376.37 2 L N 229.77 369.11 224.59 376.37 2 L N 220.56 383.09 224.59 376.37 2 L N 223.05 372.26 224.59 376.37 2 L N 223.05 372.26 220.84 375.74 2 L N 221.66 367.44 220.84 375.74 2 L N 220.56 383.09 220.84 375.74 2 L N 220.84 375.74 222.12 377.53 2 L N 223.05 372.26 222.12 377.53 2 L N 220.56 383.09 222.12 377.53 2 L N 224.59 376.37 222.12 377.53 2 L N 269.77 375.8 273.65 369.56 2 L N 279.15 370.02 273.65 369.56 2 L N 268.89 367.27 273.65 369.56 2 L N 275.67 365.09 273.65 369.56 2 L N 223.05 372.26 224.64 367.32 2 L N 221.66 367.44 224.64 367.32 2 L N 226.48 362.19 224.64 367.32 2 L N 229.77 369.11 224.64 367.32 2 L N 251.51 338.75 253.33 340.79 2 L N 248.82 342.55 253.33 340.79 2 L N 255.54 337.73 253.33 340.79 2 L N 247.57 339.03 245.36 344.9 2 L N 243.69 341.53 245.36 344.9 2 L N 247.29 348.39 245.36 344.9 2 L N 240.71 346.8 245.36 344.9 2 L N 240.71 346.8 239.04 341.13 2 L N 243.69 341.53 239.04 341.13 2 L N 238.39 336.68 239.04 341.13 2 L N 235.41 342.95 239.04 341.13 2 L N 242.19 385.69 243.24 386.15 2 L N 241.54 381.7 243.24 386.15 2 L N 244.6 390.23 243.24 386.15 2 L N 246.07 384.16 243.24 386.15 2 L N 336.78 385.07 345.34 393.63 R 5 X V 371.05 385.07 379.61 393.63 R V 311.1 376.51 319.66 385.07 R V 319.66 376.51 328.22 385.07 R V 328.22 376.51 336.78 385.07 R V 336.78 376.51 345.34 385.07 R V 311.1 359.39 319.66 367.95 R V 319.66 359.39 328.22 367.95 R V 90 450 14.48 14.48 366.74 363.7 G 311.1 350.83 319.66 359.39 R V 319.66 350.83 328.22 359.39 R V 336.78 342.27 345.34 350.83 R 4 X V 336.78 342.27 345.34 350.83 R V 328.22 333.68 336.78 342.24 R V 328.22 333.68 336.78 342.24 R V 336.78 333.68 345.34 342.24 R V 336.78 333.68 345.34 342.24 R V 345.37 333.68 353.93 342.24 R V 345.37 333.68 353.93 342.24 R V 336.78 325.12 345.34 333.68 R V 336.78 325.12 345.34 333.68 R V 5 X 90 450 9.65 9.65 375.32 329.41 G 302.54 316.55 388.2 402.22 R 0 Z 0 X N 352.88 364.63 331.42 359.84 2 L 2 Z N 352.88 364.63 342.82 348.79 2 L N 331.42 359.84 342.82 348.79 2 L N 331.42 359.84 333.46 376.48 2 L N 352.88 364.63 333.46 376.48 2 L N 352.88 364.63 364.42 367.38 2 L N 334.43 337.05 338.74 340.82 2 L N 331.42 359.84 322.78 356.92 2 L N 314.56 355.45 322.78 356.92 2 L N 331.42 359.84 321.67 362.08 2 L N 314.56 355.45 321.67 362.08 2 L N 322.78 356.92 321.67 362.08 2 L N 364.42 367.38 361.81 372.91 2 L N 377.34 364.72 374.77 369.2 2 L N 364.42 367.38 368.08 361.09 2 L N 369.97 354.14 368.08 361.09 2 L N 333.46 376.48 342.17 379.68 2 L N 352.88 364.63 342.17 379.68 2 L N 333.46 376.48 323.71 382.92 2 L N 314.5 383.57 323.71 382.92 2 L N 361.81 372.91 365.21 375.54 2 L N 364.42 367.38 365.21 375.54 2 L N 342.82 348.79 343.07 339.66 2 L N 338.74 340.82 343.07 339.66 2 L N 338.74 340.82 338.85 335.35 2 L N 334.43 337.05 338.85 335.35 2 L N 341 328.35 338.85 335.35 2 L N 343.07 339.66 338.85 335.35 2 L N 343.07 339.66 344.32 332.86 2 L N 341 328.35 344.32 332.86 2 L N 368.84 330.67 370.6 323.64 2 L N 374.77 369.2 371.28 365.17 2 L N 364.42 367.38 371.28 365.17 2 L N 377.34 364.72 371.28 365.17 2 L N 368.08 361.09 371.28 365.17 2 L N 370.6 323.64 377.88 328.04 2 L N 378.76 335.55 377.88 328.04 2 L N 381.6 326.22 377.88 328.04 2 L N 338.74 340.82 336.67 346.52 2 L N 331.42 359.84 336.67 346.52 2 L N 342.82 348.79 336.67 346.52 2 L N 368.08 361.09 376.35 358.79 2 L N 369.97 354.14 376.35 358.79 2 L N 377.34 364.72 376.35 358.79 2 L N 322.78 356.92 327.62 352.33 2 L N 331.42 359.84 327.62 352.33 2 L N 336.67 346.52 327.62 352.33 2 L N 321.67 362.08 316.8 366.05 2 L N 316.8 366.05 317.48 360.52 2 L N 321.67 362.08 317.48 360.52 2 L N 314.56 355.45 317.48 360.52 2 L N 323.71 382.92 329.92 383.28 2 L N 333.46 376.48 329.92 383.28 2 L N 329.92 383.28 336.95 381.75 2 L N 333.46 376.48 336.95 381.75 2 L N 342.17 379.68 336.95 381.75 2 L N 338.85 335.35 337.83 331.98 2 L N 334.43 337.05 337.83 331.98 2 L N 341 328.35 337.83 331.98 2 L N 343.07 339.66 343.92 342.95 2 L N 342.82 348.79 343.92 342.95 2 L N 377.88 328.04 373.72 329.88 2 L N 370.6 323.64 373.72 329.88 2 L N 378.76 335.55 373.72 329.88 2 L N 368.84 330.67 373.72 329.88 2 L N 321.67 362.08 325.3 369.31 2 L N 331.42 359.84 325.3 369.31 2 L N 333.46 376.48 325.3 369.31 2 L N 323.71 382.92 324.59 377.73 2 L N 333.46 376.48 324.59 377.73 2 L N 325.3 369.31 324.59 377.73 2 L N 344.32 332.86 341.83 333.82 2 L N 343.07 339.66 341.83 333.82 2 L N 341 328.35 341.83 333.82 2 L N 338.85 335.35 341.83 333.82 2 L N 373.72 329.88 371.67 335.49 2 L N 378.76 335.55 371.67 335.49 2 L N 368.84 330.67 371.67 335.49 2 L N 316.8 366.05 318.44 372.09 2 L N 325.3 369.31 318.44 372.09 2 L N 364.42 367.38 361.3 361.57 2 L N 352.88 364.63 361.3 361.57 2 L N 359.15 354.43 361.3 361.57 2 L N 368.08 361.09 361.3 361.57 2 L N 361.3 361.57 355.57 360.52 2 L N 352.88 364.63 355.57 360.52 2 L N 359.15 354.43 355.57 360.52 2 L N 361.81 372.91 357.61 370.47 2 L N 364.42 367.38 357.61 370.47 2 L N 352.88 364.63 357.61 370.47 2 L N 368.08 361.09 365.1 356.86 2 L N 369.97 354.14 365.1 356.86 2 L N 359.15 354.43 365.1 356.86 2 L N 361.3 361.57 365.1 356.86 2 L N 365.1 356.86 365.3 352.98 2 L N 369.97 354.14 365.3 352.98 2 L N 359.15 354.43 365.3 352.98 2 L N 336.95 381.75 337.49 385.75 2 L N 329.92 383.28 337.49 385.75 2 L N 339.56 390.48 337.49 385.75 2 L N 365.21 375.54 372.86 375.26 2 L N 374.77 369.2 372.86 375.26 2 L N 372.86 375.26 369.89 378.83 2 L N 375.93 388.84 369.89 378.83 2 L N 365.21 375.54 369.89 378.83 2 L N 327.62 352.33 330.94 342.78 2 L N 336.67 346.52 330.94 342.78 2 L N 334.43 337.05 330.94 342.78 2 L N 344.32 332.86 347.78 335.32 2 L N 343.07 339.66 347.78 335.32 2 L N 350.92 337.84 347.78 335.32 2 L N 369.89 378.83 373.4 382.77 2 L N 372.86 375.26 373.4 382.77 2 L N 375.93 388.84 373.4 382.77 2 L N 377.88 328.04 377.09 322.93 2 L N 370.6 323.64 377.09 322.93 2 L N 381.6 326.22 377.09 322.93 2 L N 336.95 381.75 342.22 384.64 2 L N 342.17 379.68 342.22 384.64 2 L N 339.56 390.48 342.22 384.64 2 L N 343.92 342.95 346.96 338.89 2 L N 343.07 339.66 346.96 338.89 2 L N 350.92 337.84 346.96 338.89 2 L N 347.78 335.32 346.96 338.89 2 L N 371.28 365.17 373.57 362.17 2 L N 368.08 361.09 373.57 362.17 2 L N 377.34 364.72 373.57 362.17 2 L N 376.35 358.79 373.57 362.17 2 L N 330.94 342.78 330.43 339.26 2 L N 334.43 337.05 330.43 339.26 2 L N 324.59 377.73 319.86 376.68 2 L N 325.3 369.31 319.86 376.68 2 L N 314.5 383.57 319.86 376.68 2 L N 318.44 372.09 319.86 376.68 2 L N 318.44 372.09 316.17 375.74 2 L N 316.8 366.05 316.17 375.74 2 L N 314.5 383.57 316.17 375.74 2 L N 316.17 375.74 317.39 377.76 2 L N 318.44 372.09 317.39 377.76 2 L N 314.5 383.57 317.39 377.76 2 L N 319.86 376.68 317.39 377.76 2 L N 365.21 375.54 369.29 369.9 2 L N 374.77 369.2 369.29 369.9 2 L N 364.42 367.38 369.29 369.9 2 L N 371.28 365.17 369.29 369.9 2 L N 318.44 372.09 320 367.24 2 L N 316.8 366.05 320 367.24 2 L N 321.67 362.08 320 367.24 2 L N 325.3 369.31 320 367.24 2 L N 346.96 338.89 348.94 341.36 2 L N 343.92 342.95 348.94 341.36 2 L N 350.92 337.84 348.94 341.36 2 L N 343.07 339.66 340.86 344.82 2 L N 338.74 340.82 340.86 344.82 2 L N 342.82 348.79 340.86 344.82 2 L N 336.67 346.52 340.86 344.82 2 L N 336.67 346.52 335.17 341.19 2 L N 338.74 340.82 335.17 341.19 2 L N 334.43 337.05 335.17 341.19 2 L N 330.94 342.78 335.17 341.19 2 L N 337.49 385.75 338.74 386.2 2 L N 336.95 381.75 338.74 386.2 2 L N 339.56 390.48 338.74 386.2 2 L N 342.22 384.64 338.74 386.2 2 L N 372.86 375.26 369.92 372.85 2 L N 365.21 375.54 369.92 372.85 2 L N 374.77 369.2 369.92 372.85 2 L N 369.29 369.9 369.92 372.85 2 L N 319.86 376.68 319.2 380.85 2 L N 324.59 377.73 319.2 380.85 2 L N 314.5 383.57 319.2 380.85 2 L N 323.71 382.92 319.2 380.85 2 L N 90 450 1.42 1.42 318.44 372.09 G 0 Z 90 450 1.42 1.42 318.44 372.09 A 432.22 385.07 440.78 393.63 R 5 X V 466.49 385.07 475.05 393.63 R V 406.54 376.51 415.1 385.07 R V 415.1 376.51 423.66 385.07 R V 423.66 376.51 432.22 385.07 R V 432.22 376.51 440.78 385.07 R V 406.54 359.39 415.1 367.95 R V 415.1 359.39 423.66 367.95 R V 90 450 14.48 14.48 462.18 363.7 G 406.54 350.83 415.1 359.39 R V 415.1 350.83 423.66 359.39 R V 432.22 342.27 440.78 350.83 R 4 X V 432.22 342.27 440.78 350.83 R V 423.66 333.68 432.22 342.24 R V 423.66 333.68 432.22 342.24 R V 432.22 333.68 440.78 342.24 R V 432.22 333.68 440.78 342.24 R V 440.81 333.68 449.37 342.24 R V 440.81 333.68 449.37 342.24 R V 432.22 325.12 440.78 333.68 R V 432.22 325.12 440.78 333.68 R V 5 X 90 450 9.65 9.65 470.76 329.41 G 397.98 316.55 483.64 402.22 R 0 X N 448.32 364.63 426.86 359.84 2 L 2 Z N 448.32 364.63 438.26 348.79 2 L N 426.86 359.84 438.26 348.79 2 L N 426.86 359.84 428.91 376.48 2 L N 448.32 364.63 428.91 376.48 2 L N 448.32 364.63 459.86 367.38 2 L N 429.9 337.05 434.18 340.82 2 L N 426.86 359.84 418.22 356.92 2 L N 410 355.45 418.22 356.92 2 L N 426.86 359.84 417.11 362.08 2 L N 410 355.45 417.11 362.08 2 L N 418.22 356.92 417.11 362.08 2 L N 459.86 367.38 457.25 372.91 2 L N 472.79 364.72 470.21 369.2 2 L N 459.86 367.38 463.52 361.09 2 L N 465.42 354.14 463.52 361.09 2 L N 428.91 376.48 437.61 379.68 2 L N 448.32 364.63 437.61 379.68 2 L N 428.91 376.48 419.15 382.92 2 L N 409.94 383.57 419.15 382.92 2 L N 457.25 372.91 460.65 375.54 2 L N 459.86 367.38 460.65 375.54 2 L N 438.26 348.79 438.52 339.66 2 L N 434.18 340.82 438.52 339.66 2 L N 434.18 340.82 434.29 335.35 2 L N 429.9 337.05 434.29 335.35 2 L N 436.45 328.35 434.29 335.35 2 L N 438.52 339.66 434.29 335.35 2 L N 438.52 339.66 439.76 332.86 2 L N 436.45 328.35 439.76 332.86 2 L N 464.28 330.67 466.04 323.64 2 L N 470.21 369.2 466.72 365.17 2 L N 459.86 367.38 466.72 365.17 2 L N 472.79 364.72 466.72 365.17 2 L N 463.52 361.09 466.72 365.17 2 L N 466.04 323.64 473.33 328.04 2 L N 474.2 335.55 473.33 328.04 2 L N 477.04 326.22 473.33 328.04 2 L N 434.18 340.82 432.11 346.52 2 L N 426.86 359.84 432.11 346.52 2 L N 438.26 348.79 432.11 346.52 2 L N 463.52 361.09 471.79 358.79 2 L N 465.42 354.14 471.79 358.79 2 L N 472.79 364.72 471.79 358.79 2 L N 418.22 356.92 423.1 352.33 2 L N 426.86 359.84 423.1 352.33 2 L N 432.11 346.52 423.1 352.33 2 L N 417.11 362.08 412.24 366.05 2 L N 412.24 366.05 412.92 360.52 2 L N 417.11 362.08 412.92 360.52 2 L N 410 355.45 412.92 360.52 2 L N 419.15 382.92 425.36 383.28 2 L N 428.91 376.48 425.36 383.28 2 L N 425.36 383.28 432.39 381.75 2 L N 428.91 376.48 432.39 381.75 2 L N 437.61 379.68 432.39 381.75 2 L N 434.29 335.35 433.27 331.98 2 L N 429.9 337.05 433.27 331.98 2 L N 436.45 328.35 433.27 331.98 2 L N 438.52 339.66 439.37 342.95 2 L N 438.26 348.79 439.37 342.95 2 L N 473.33 328.04 469.16 329.88 2 L N 466.04 323.64 469.16 329.88 2 L N 474.2 335.55 469.16 329.88 2 L N 464.28 330.67 469.16 329.88 2 L N 417.11 362.08 420.74 369.31 2 L N 426.86 359.84 420.74 369.31 2 L N 428.91 376.48 420.74 369.31 2 L N 419.15 382.92 420.03 377.73 2 L N 428.91 376.48 420.03 377.73 2 L N 420.74 369.31 420.03 377.73 2 L N 439.76 332.86 437.27 333.82 2 L N 438.52 339.66 437.27 333.82 2 L N 436.45 328.35 437.27 333.82 2 L N 434.29 335.35 437.27 333.82 2 L N 469.16 329.88 467.12 335.49 2 L N 474.2 335.55 467.12 335.49 2 L N 464.28 330.67 467.12 335.49 2 L N 459.86 367.38 456.74 361.57 2 L N 448.32 364.63 456.74 361.57 2 L N 454.59 354.43 456.74 361.57 2 L N 463.52 361.09 456.74 361.57 2 L N 456.74 361.57 451.02 360.52 2 L N 448.32 364.63 451.02 360.52 2 L N 454.59 354.43 451.02 360.52 2 L N 457.25 372.91 453.06 370.47 2 L N 459.86 367.38 453.06 370.47 2 L N 448.32 364.63 453.06 370.47 2 L N 463.52 361.09 460.54 356.86 2 L N 465.42 354.14 460.54 356.86 2 L N 454.59 354.43 460.54 356.86 2 L N 456.74 361.57 460.54 356.86 2 L N 460.54 356.86 460.74 352.98 2 L N 465.42 354.14 460.74 352.98 2 L N 454.59 354.43 460.74 352.98 2 L N 432.39 381.75 432.93 385.75 2 L N 425.36 383.28 432.93 385.75 2 L N 435 390.48 432.93 385.75 2 L N 460.65 375.54 468.31 375.26 2 L N 470.21 369.2 468.31 375.26 2 L N 468.31 375.26 465.33 378.83 2 L N 471.37 388.84 465.33 378.83 2 L N 460.65 375.54 465.33 378.83 2 L N 423.1 352.33 426.38 342.78 2 L N 432.11 346.52 426.38 342.78 2 L N 429.9 337.05 426.38 342.78 2 L N 439.76 332.86 443.22 335.32 2 L N 438.52 339.66 443.22 335.32 2 L N 446.37 337.84 443.22 335.32 2 L N 465.33 378.83 468.85 382.77 2 L N 468.31 375.26 468.85 382.77 2 L N 471.37 388.84 468.85 382.77 2 L N 473.33 328.04 472.53 322.93 2 L N 466.04 323.64 472.53 322.93 2 L N 477.04 326.22 472.53 322.93 2 L N 432.39 381.75 437.67 384.64 2 L N 437.61 379.68 437.67 384.64 2 L N 435 390.48 437.67 384.64 2 L N 439.37 342.95 442.4 338.89 2 L N 438.52 339.66 442.4 338.89 2 L N 446.37 337.84 442.4 338.89 2 L N 443.22 335.32 442.4 338.89 2 L N 466.72 365.17 469.02 362.17 2 L N 463.52 361.09 469.02 362.17 2 L N 472.79 364.72 469.02 362.17 2 L N 471.79 358.79 469.02 362.17 2 L N 426.38 342.78 425.87 339.26 2 L N 429.9 337.05 425.87 339.26 2 L N 420.03 377.73 415.3 376.68 2 L N 420.74 369.31 415.3 376.68 2 L N 409.94 383.57 415.3 376.68 2 L N 409.94 383.57 411.61 375.74 2 L N 411.61 375.74 412.83 377.76 2 L N 409.94 383.57 412.83 377.76 2 L N 415.3 376.68 412.83 377.76 2 L N 460.65 375.54 464.74 369.9 2 L N 470.21 369.2 464.74 369.9 2 L N 459.86 367.38 464.74 369.9 2 L N 466.72 365.17 464.74 369.9 2 L N 412.24 366.05 415.44 367.24 2 L N 417.11 362.08 415.44 367.24 2 L N 420.74 369.31 415.44 367.24 2 L N 442.4 338.89 444.38 341.36 2 L N 439.37 342.95 444.38 341.36 2 L N 446.37 337.84 444.38 341.36 2 L N 438.52 339.66 436.3 344.82 2 L N 434.18 340.82 436.3 344.82 2 L N 438.26 348.79 436.3 344.82 2 L N 432.11 346.52 436.3 344.82 2 L N 432.11 346.52 430.61 341.19 2 L N 434.18 340.82 430.61 341.19 2 L N 429.9 337.05 430.61 341.19 2 L N 426.38 342.78 430.61 341.19 2 L N 432.93 385.75 434.18 386.2 2 L N 432.39 381.75 434.18 386.2 2 L N 435 390.48 434.18 386.2 2 L N 437.67 384.64 434.18 386.2 2 L N 468.31 375.26 465.36 372.85 2 L N 460.65 375.54 465.36 372.85 2 L N 470.21 369.2 465.36 372.85 2 L N 464.74 369.9 465.36 372.85 2 L N 415.3 376.68 414.65 380.85 2 L N 420.03 377.73 414.65 380.85 2 L N 409.94 383.57 414.65 380.85 2 L N 419.15 382.92 414.65 380.85 2 L N 90 450 2 2 368.85 571.8 G 0.5 H 0 Z 90 450 2 2 368.85 571.8 A 90 450 2 2 135.59 346.82 G 90 450 2 2 135.59 346.82 A 90 450 2 2 318.34 372.07 G 90 450 2 2 318.34 372.07 A 90 450 2 2 181.6 477.8 G 90 450 2 2 181.6 477.8 A 90 450 2 2 352.67 449.88 G 90 450 2 2 352.67 449.88 A 90 450 2 2 162.35 538.81 G 90 450 2 2 162.35 538.81 A 90 450 2 2 356.86 668.58 G 90 450 2 2 356.86 668.58 A 90 450 2 2 177.67 629.4 G 90 450 2 2 177.67 629.4 A -8.35 24.95 603.65 816.95 C FMENDPAGE %%EndPage: "5" 4 9 14 /Symbol FMDEFINEFONT 10 11 /Times-Italic FMDEFINEFONT 11 9 /Symbol FMDEFINEFONT 12 9 /Times-Italic FMDEFINEFONT 13 7 /Times-Roman FMDEFINEFONT 14 12 /Symbol FMDEFINEFONT 15 14 /Times-Italic FMDEFINEFONT 16 8 /Times-Italic FMDEFINEFONT 17 14 /Times-Roman FMDEFINEFONT %%Page: "4" 4 595.3 841.9 0 FMBEGINPAGE -8.35 24.95 603.65 816.95 C -8.35 24.95 603.65 816.95 R 7 X 0 K V -8.35 33.94 603.65 825.94 R 63.65 797.96 531.65 807.97 R V 63.65 57.64 531.65 67.64 R V 63.65 105.94 531.65 753.94 R V 1 F 0 X 0.1 (would be, that it has a position in an area of the ) 63.65 746.6 P 9 F 0.13 (\302) 275.71 746.6 P 5 F 0.08 (n) 286.83 751 P 1 F 0.1 (, where the probability density is zero. However, since) 291.33 746.6 P 0.3 (P\050X\051 is not given explicitly, we can only decide this by evaluating sample vectors according to P\050X\051. The) 63.65 733.61 P 0.06 (general idea is that the longer a cell was not bmu, the more likely it lies in an area of ) 63.65 720.61 P 9 F 0.08 (\302) 438.67 720.61 P 5 F 0.05 (n) 449.79 725.01 P 1 F 0.06 ( where the proba-) 454.28 720.61 P (bility density of P\050X\051 is zero.) 63.65 707.61 T 0.11 (Let ) 63.65 689.42 P 10 F 0.11 (n) 81.15 689.42 P 1 F 0.11 ( now be the current number of cells in the structure. Then assume, that P\050X\051 is a uniform distribution) 86.64 689.42 P 0.33 (in a sub area B of ) 63.65 674.51 P 9 F 0.42 (\302) 145.55 674.51 P 5 F 0.27 (n) 156.67 678.91 P 1 F 0.33 ( and that the cells are uniformly distributed over B. Let c be an arbitrary cell with a) 161.16 674.51 P 0.04 (position somewhere in B. The event \322c is bmu for the current input vector\323 has the probability ) 63.65 654.83 P 0.04 (.) 528.9 654.83 P (This event does not occur with a probability ) 63.65 625.62 T (.) 408.33 625.62 T 0.32 (We want to remove cells, which were not bmu for a \322sufficiently\323 large number ) 63.65 599.33 P 3 F 0.35 (k) 422.42 599.33 P 5 F 0.27 (remove) 427.75 596.58 P 1 F 0.32 ( of successive in-) 454.7 599.33 P -0.25 (put vectors. Considering that after every ) 63.65 585.14 P 6 F -0.25 (n) 241.86 585.14 P 7 F -0.2 (distribution) 247.96 582.39 P 1 F -0.25 ( input vectors a new cell is created, the probability that) 293.41 585.14 P (a cell lying in B has not been bmu for ) 63.65 570.3 T 3 F (k) 232.09 570.3 T 5 F (remove) 237.42 567.55 T 1 F ( input vectors is ) 264.37 570.3 T (with q defined as ) 63.65 478.89 T 0.27 (Then the probability that each of the currently n cells lying in B was at least one time bmu during the last) 63.65 447.18 P 3 F (k) 63.65 434.18 T 5 F (remove) 68.97 431.43 T 1 F ( input vectors is ) 95.93 434.18 T 0.05 (To make it improbable that a cell in B is removed we have to choose ) 63.65 382.18 P 3 F 0.05 (k) 369.17 382.18 P 5 F 0.04 (remove) 374.49 379.43 P 1 F 0.05 ( sufficiently large. If we want) 401.45 382.18 P 0.27 (to be certain to a degree ) 63.65 369.18 P 3 F 0.3 (p) 173.27 369.18 P 5 F 0.22 (sure) 179.27 366.43 P 1 F 0.27 ( that no cell in B is removed, then p) 194.24 369.18 P 5 F 0.22 (2) 353.53 366.43 P 1 F 0.27 ( must exceed ) 358.02 369.18 P 3 F 0.3 (p) 418.94 369.18 P 5 F 0.22 (sure) 424.94 366.43 P 1 F 0.27 (. The following rela-) 439.91 369.18 P (tion must be satisfied: ) 63.65 356.18 T (With the above definition of q this finally leads to ) 63.65 278.18 T -0.07 (The removal of cells can now easily be realized by numbering the input vectors and storing with every cell) 63.65 135.18 P -0.14 (the number of the input vectors for which it was bmu most recently. Then ) 63.65 122.18 P 3 F -0.16 (k) 388.42 122.18 P 5 F -0.12 (remove) 393.75 119.43 P 1 F -0.14 ( is periodically computed) 420.7 122.18 P 481.11 643.99 528.9 667.85 C 12 F 0 X 0 K (p) 482.11 654.83 T 13 F (c) 486.95 651.71 T (_) 490.05 651.71 T (b) 493.55 651.71 T (m) 497.04 651.71 T (u) 502.48 651.71 T 5 F (1) 522.16 660.72 T 10 F (n) 521.66 647.26 T 11 F (=) 511.47 654.83 T 521.66 656.77 526.9 656.77 2 L 0.33 H 0 Z N -8.35 24.95 603.65 816.95 C 260.16 614.54 408.33 641.99 C 3 F 0 X 0 K (p) 261.16 625.62 T 5 F (c) 267.62 618.86 T (_) 271.61 618.86 T (b) 276.1 618.86 T (m) 280.6 618.86 T (u) 287.59 618.86 T 2 F (1) 311.67 625.62 T 3 F (p) 330.25 625.62 T 5 F (c) 336.71 621.86 T (_) 340.7 621.86 T (b) 345.19 621.86 T (m) 349.68 621.86 T (u) 356.68 621.86 T 14 F (-) 320.66 625.62 T 2 F (1) 380.75 625.62 T (1) 400.33 632.81 T 3 F (n) 400.33 618.01 T 14 F (-) 389.75 625.62 T (=) 299.08 625.62 T (=) 368.17 625.62 T 267.62 626.99 292.08 626.99 2 L 0.33 H 0 Z N 400.33 628.21 406.08 628.21 2 L N -8.35 24.95 603.65 816.95 C 63.65 105.94 531.65 753.94 C 69.64 504.31 525.65 565.6 C 15 F 0 X 0 K (p) 221.7 527.1 T 2 F (1) 229.23 521.77 T 15 F (n) 266.32 535.01 T (q) 288 535.01 T 9 F (-) 276.81 535.01 T 15 F (n) 277.16 518.56 T 9 F (\350) 259.24 517.17 T (\370) 296.91 517.17 T (\346) 259.24 534.23 T (\366) 296.91 534.23 T 3 F (n) 304.44 541.33 T 16 F (d) 310.9 538.23 T (i) 315.51 538.23 T (s) 318.35 538.23 T (t) 322.08 538.23 T (r) 324.91 538.23 T (i) 328.64 538.23 T (b) 331.48 538.23 T (u) 336.09 538.23 T (t) 340.7 538.23 T (i) 343.54 538.23 T (o) 346.38 538.23 T (n) 350.99 538.23 T 2 F (1) 367.58 541.33 T 14 F (+) 357.99 541.33 T 9 F (=) 242.23 527.1 T 266.32 530.13 294.74 530.13 2 L 0.33 H 0 Z N 63.65 105.94 531.65 753.94 C -8.35 24.95 603.65 816.95 C 141.76 461.51 246.06 502.31 C 15 F 0 X 0 K (q) 142.76 478.89 T (k) 185.46 491.74 T 3 F (r) 192.21 486.38 T (e) 197.58 486.38 T (m) 203.61 486.38 T (o) 212.98 486.38 T (v) 219.68 486.38 T (e) 225.71 486.38 T 15 F (n) 172.6 470.34 T 3 F (d) 180.14 464.98 T (i) 186.84 464.98 T (s) 190.88 464.98 T (t) 196.25 464.98 T (r) 200.29 464.98 T (i) 205.66 464.98 T (b) 209.71 464.98 T (u) 216.41 464.98 T (t) 223.11 464.98 T (i) 227.15 464.98 T (o) 231.19 464.98 T (n) 237.89 464.98 T 9 F (=) 156.76 478.89 T 172.6 481.91 243.64 481.91 2 L 0.33 H 0 Z N -8.35 24.95 603.65 816.95 C 63.65 105.94 531.65 753.94 C 69.64 393.38 525.65 430.51 C 15 F 0 X 0 K (p) 251.16 407.33 T 2 F (2) 258.7 401.99 T 17 F (1) 294.62 407.33 T 15 F (p) 316.3 407.33 T 2 F (1) 323.83 401.99 T 9 F (-) 305.11 407.33 T (\050) 288.71 407.33 T (\051) 330.58 407.33 T 3 F (n) 338.11 412.03 T 9 F (=) 271.69 407.33 T 63.65 105.94 531.65 753.94 C -8.35 24.95 603.65 816.95 C 63.65 105.94 531.65 753.94 C 69.64 288.37 525.65 352.51 C 17 F 0 X 0 K (1) 202.95 314.02 T 15 F (n) 234.04 321.92 T (q) 255.72 321.92 T 9 F (-) 244.54 321.92 T 15 F (n) 244.88 305.47 T 9 F (\350) 226.96 304.08 T (\370) 264.63 304.08 T (\346) 226.96 321.14 T (\366) 264.63 321.14 T 3 F (n) 272.16 328.24 T 16 F (d) 278.62 325.14 T (i) 283.23 325.14 T (s) 286.07 325.14 T (t) 289.8 325.14 T (r) 292.64 325.14 T (i) 296.36 325.14 T (b) 299.2 325.14 T (u) 303.81 325.14 T (t) 308.42 325.14 T (i) 311.26 325.14 T (o) 314.1 325.14 T (n) 318.71 325.14 T 2 F (1) 335.3 328.24 T 14 F (+) 325.71 328.24 T 9 F (-) 213.45 314.02 T (\350) 197.04 306.56 T (\370) 342.04 306.56 T (\346) 197.04 323.62 T (\366) 342.04 323.62 T 3 F (n) 349.58 331.58 T 15 F (p) 370.25 314.02 T 3 F (s) 377.79 308.66 T (u) 383.16 308.66 T (r) 389.86 308.66 T (e) 395.23 308.66 T 9 F (>) 359.07 314.02 T 234.04 317.04 262.46 317.04 2 L 0.33 H 0 Z N 63.65 105.94 531.65 753.94 C -8.35 24.95 603.65 816.95 C 63.65 105.94 531.65 753.94 C 69.64 148.94 525.65 274.51 C 15 F 0 X 0 K (k) 132.98 205.29 T 3 F (r) 139.73 199.93 T (e) 145.1 199.93 T (m) 151.13 199.93 T (o) 160.5 199.93 T (v) 167.2 199.93 T (e) 173.23 199.93 T 15 F (n) 193.24 205.29 T 3 F (d) 200.77 199.93 T (i) 207.47 199.93 T (s) 211.51 199.93 T (t) 216.88 199.93 T (r) 220.93 199.93 T (i) 226.3 199.93 T (b) 230.34 199.93 T (u) 237.04 199.93 T (t) 243.74 199.93 T (i) 247.78 199.93 T (o) 251.82 199.93 T (n) 258.52 199.93 T 17 F (") 265.35 205.29 T (") 271.05 205.29 T 15 F (n) 277.17 205.29 T 17 F (1) 293.23 205.29 T (1) 323.15 205.29 T 15 F (p) 344.83 205.29 T 3 F (s) 352.36 199.93 T (u) 357.73 199.93 T (r) 364.44 199.93 T (e) 369.81 199.93 T 2 F (1) 353.36 226.41 T 3 F (n) 353.36 211.61 T 9 F (-) 333.65 205.29 T (\350) 317.24 197.86 T (\370) 375.88 197.86 T (\346) 317.24 214.91 T (\366) 375.88 214.91 T 2 F (1) 415.98 246.15 T 3 F (n) 384.42 231.34 T 16 F (d) 390.87 228.24 T (i) 395.49 228.24 T (s) 398.33 228.24 T (t) 402.05 228.24 T (r) 404.89 228.24 T (i) 408.61 228.24 T (b) 411.45 228.24 T (u) 416.07 228.24 T (t) 420.68 228.24 T (i) 423.52 228.24 T (o) 426.36 228.24 T (n) 430.97 228.24 T 2 F (1) 447.55 231.34 T 14 F (+) 437.97 231.34 T 9 F (-) 303.73 205.29 T (\350) 287.32 176.66 T (\370) 455.3 176.66 T (\347) 287.32 190.81 T (\367) 455.3 190.81 T (\347) 287.32 204.94 T (\367) 455.3 204.94 T (\347) 287.32 219.07 T (\367) 455.3 219.07 T (\346) 287.32 236.11 T (\366) 455.3 236.11 T (>) 182.05 205.29 T 353.36 221.81 359.11 221.81 2 L 0.33 H 0 Z N 384.42 241.55 453.3 241.55 2 L N 63.65 105.94 531.65 753.94 C -8.35 24.95 603.65 816.95 C FMENDPAGE %%EndPage: "4" 3 13 18 /Symbol FMDEFINEFONT %%Page: "3" 3 595.3 841.9 0 FMBEGINPAGE -8.35 24.95 603.65 816.95 C -8.35 24.95 603.65 816.95 R 7 X 0 K V -8.35 33.94 603.65 825.94 R 63.65 797.96 531.65 807.97 R V 63.65 57.64 531.65 67.64 R V 63.65 105.94 531.65 753.94 R V 1 F 0 X (The error variable of ) 63.65 732.11 T 10 F (c) 157.6 732.11 T 5 F (new ) 162.48 729.36 T 1 F (is initialized as ) 179.7 732.11 T (.) 451.42 732.11 T -0.08 (Thereby ) 63.65 704.67 P 3 F -0.09 (d) 102.92 704.67 P 1 F -0.08 ( is the number of direct neighbors of ) 108.91 704.67 P 10 F -0.08 (c) 271.19 704.67 P 5 F -0.07 (new ) 276.06 701.92 P 1 F -0.08 (\050three or four as stated above\051 and ) 293.22 704.67 P 10 F -0.08 (neighbor) 445.47 704.67 P 12 F -0.07 (i) 485.15 701.92 P 1 F -0.08 ( is the ) 487.64 704.67 P 10 F -0.08 (i) 516.39 704.67 P 1 F -0.08 (-th) 519.44 704.67 P -0.15 (of these cells. It is desirable to keep the total error of the involved cells constant. Therefore the error values) 63.65 690.47 P (of the direct neighbors of ) 63.65 677.89 T 10 F (c) 177.46 677.89 T 5 F (new ) 182.33 675.14 T 1 F (are divided by \050) 199.55 677.89 T 3 F (d) 268.81 677.89 T 1 F (+1\051/) 274.81 677.89 T 3 F (d) 293.21 677.89 T 1 F (.) 299.21 677.89 T 0.27 (Since the insertion of a new cell diminishes the error of the direct neighbor cells \050among them the current) 63.65 658.85 P 3 F -0.09 (bs) 63.65 645.85 P 1 F -0.09 (\051 they will less likely become the \322black sheep\323 the next time. In the long run this will lead to a cell den-) 74.31 645.85 P (sity which approximates the probability density of P\050X\051. ) 63.65 632.85 T -0.08 (The initial structure we use is the simplest two-dimensional structure, a triangle. Fig. 3 show some steps of) 63.65 614.85 P 0.66 (the resulting growth process. In this case the probability distribution is two-dimensional. It is uniform in) 63.65 601.85 P 0.07 (the shaded areas and zero elsewhere. Only in the cross-shaped area the probability density is twice as high) 63.65 198.85 P 0.41 (as in the other shaded areas. The lines in Fig. 3 denote the connections among the cells. The cells are not) 63.65 185.85 P -0.24 (shown with the exception of the one most recently inserted. After each ) 63.65 172.85 P 6 F -0.24 (n) 374.17 172.85 P 7 F -0.19 (distribution) 380.28 170.1 P 1 F -0.24 ( input vectors a new cell) 425.73 172.85 P (is inserted. This leads to a linear growth of the structure with respect to the number of input vectors.) 63.65 159.85 T 0.54 (Since the structure is only extended each cell is directly or indirectly connected to every other. To detect) 63.65 141.85 P -0.02 (clusters \050if they exist\051 it is necessary to introduce the removal of cells. Clusters of similar vectors are sepa-) 63.65 128.85 P 0.2 (rated by regions with low probability density. Consequently an obvious criterium for a cell to be removed) 63.65 115.85 P 248.37 714.87 451.42 753.94 C 3 F 0 X 0 K (e) 249.37 732.11 T (r) 255.4 732.11 T (r) 260.77 732.11 T 10 F (c) 273.24 732.11 T (n) 278.58 726.72 T (e) 284.6 726.72 T (w) 290.01 726.72 T 14 F (\050) 268.14 732.11 T (\051) 297.94 732.11 T 2 F (1) 332.81 739.31 T 3 F (d) 323.52 724.5 T 2 F (1) 342.1 724.5 T 14 F (+) 332.52 724.5 T 3 F (e) 368.73 732.11 T (r) 374.76 732.11 T (r) 380.14 732.11 T (n) 392.61 732.11 T (e) 399.31 732.11 T (i) 405.34 732.11 T (g) 409.38 732.11 T (h) 416.08 732.11 T (b) 422.79 732.11 T (o) 429.49 732.11 T (r) 436.19 732.11 T 12 F (i) 441.32 728.33 T 14 F (\050) 387.51 732.11 T (\051) 444.42 732.11 T 12 F (i) 349.81 717.82 T 5 F (1) 363.24 717.82 T 11 F (=) 355.3 717.82 T 12 F (d) 356.52 746.79 T 13 F (\345) 352.36 728.91 T 14 F (=) 309.94 732.11 T 323.52 734.7 347.85 734.7 2 L 0.33 H 0 Z N -8.35 24.95 603.65 816.95 C 63.01 210.1 532.28 598.19 C 63.01 210.1 532.28 598.19 R 7 X 0 K V 250.12 572.22 257.35 579.45 R 5 X V 279.07 572.22 286.29 579.45 R V 228.44 564.99 235.67 572.22 R V 235.67 564.99 242.9 572.22 R V 242.9 564.99 250.12 572.22 R V 250.12 564.99 257.35 572.22 R V 228.44 550.54 235.67 557.76 R V 235.67 550.54 242.9 557.76 R V 90 450 12.23 12.23 275.42 554.18 G 228.44 543.31 235.67 550.54 R V 235.67 543.31 242.9 550.54 R V 250.12 536.08 257.35 543.31 R 4 X V 250.12 536.08 257.35 543.31 R V 242.9 528.85 250.12 536.08 R V 242.9 528.85 250.12 536.08 R V 250.12 528.85 257.35 536.08 R V 250.12 528.85 257.35 536.08 R V 257.38 528.85 264.61 536.08 R V 257.38 528.85 264.61 536.08 R V 250.12 521.62 257.35 528.85 R V 250.12 521.62 257.35 528.85 R V 5 X 90 450 8.15 8.15 282.65 525.24 G 221.21 514.36 293.52 586.68 R 0.2 H 0 Z 0 X N 247.38 543.08 247.91 565.9 2 L 2 Z N 247.38 543.08 278.36 535.85 2 L N 278.36 535.85 263.17 550.88 2 L N 247.91 565.9 263.17 550.88 2 L N 247.38 543.08 263.17 550.88 2 L N 7 X 90 450 1.2 1.2 263.15 550.86 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 263.15 550.86 A 330.71 572.22 337.94 579.45 R 5 X V 359.63 572.22 366.86 579.45 R V 309 564.99 316.23 572.22 R V 316.26 564.99 323.48 572.22 R V 323.49 564.99 330.71 572.22 R V 330.71 564.99 337.94 572.22 R V 309 550.54 316.23 557.76 R V 316.26 550.54 323.48 557.76 R V 90 450 12.23 12.23 355.99 554.18 G 309 543.31 316.23 550.54 R V 316.26 543.31 323.48 550.54 R V 330.71 536.08 337.94 543.31 R 4 X V 330.71 536.08 337.94 543.31 R V 323.49 528.85 330.71 536.08 R V 323.49 528.85 330.71 536.08 R V 330.71 528.85 337.94 536.08 R V 330.71 528.85 337.94 536.08 R V 337.94 528.85 345.17 536.08 R V 337.94 528.85 345.17 536.08 R V 330.71 521.62 337.94 528.85 R V 330.71 521.62 337.94 528.85 R V 5 X 90 450 8.15 8.15 363.24 525.24 G 301.77 514.36 374.08 586.68 R 0.2 H 0 X N 336.86 534.97 323.43 559.27 2 L 2 Z N 361.67 528.11 355.2 550.82 2 L N 323.43 559.27 355.2 550.82 2 L N 336.86 534.97 355.2 550.82 2 L N 355.2 550.82 349.25 531.54 2 L N 361.67 528.11 349.25 531.54 2 L N 336.86 534.97 349.25 531.54 2 L N 7 X 90 450 1.2 1.2 349.27 531.56 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 349.27 531.56 A 411.27 572.22 418.5 579.45 R 5 X V 440.19 572.22 447.42 579.45 R V 389.59 564.99 396.82 572.22 R V 396.82 564.99 404.05 572.22 R V 404.05 564.99 411.27 572.22 R V 411.27 564.99 418.5 572.22 R V 389.59 550.54 396.82 557.76 R V 396.82 550.54 404.05 557.76 R V 90 450 12.23 12.23 436.55 554.18 G 389.59 543.31 396.82 550.54 R V 396.82 543.31 404.05 550.54 R V 411.27 536.08 418.5 543.31 R 4 X V 411.27 536.08 418.5 543.31 R V 404.05 528.85 411.27 536.08 R V 404.05 528.85 411.27 536.08 R V 411.27 528.85 418.5 536.08 R V 411.27 528.85 418.5 536.08 R V 418.5 528.85 425.73 536.08 R V 418.5 528.85 425.73 536.08 R V 411.27 521.62 418.5 528.85 R V 411.27 521.62 418.5 528.85 R V 5 X 90 450 8.15 8.15 443.8 525.24 G 382.36 514.36 454.67 586.68 R 0.2 H 0 X N 414.82 531.46 397.81 555.78 2 L 2 Z N 441.41 529.81 436.14 557.28 2 L N 414.82 531.46 436.14 557.28 2 L N 436.14 557.28 428.06 533.81 2 L N 441.41 529.81 428.06 533.81 2 L N 414.82 531.46 428.06 533.81 2 L N 436.14 557.28 416.97 556.52 2 L N 397.81 555.78 416.97 556.52 2 L N 414.82 531.46 416.97 556.52 2 L N 7 X 90 450 1.2 1.2 416.96 556.53 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 416.96 556.53 A 169.57 491.66 176.79 498.89 R 5 X V 198.51 491.66 205.73 498.89 R V 147.88 484.43 155.11 491.66 R V 155.11 484.43 162.34 491.66 R V 162.34 484.43 169.56 491.66 R V 169.57 484.43 176.79 491.66 R V 147.88 469.98 155.11 477.2 R V 155.11 469.98 162.34 477.2 R V 90 450 12.23 12.23 194.86 473.62 G 147.88 462.75 155.11 469.98 R V 155.11 462.75 162.34 469.98 R V 169.57 455.52 176.79 462.75 R 4 X V 169.57 455.52 176.79 462.75 R V 162.34 448.29 169.56 455.52 R V 162.34 448.29 169.56 455.52 R V 169.57 448.29 176.79 455.52 R V 169.57 448.29 176.79 455.52 R V 176.79 448.29 184.02 455.52 R V 176.79 448.29 184.02 455.52 R V 169.57 441.06 176.79 448.29 R V 169.57 441.06 176.79 448.29 R V 5 X 90 450 8.15 8.15 202.09 444.68 G 140.65 433.81 212.96 506.12 R 0.2 H 0 X N 170.24 457.19 157.69 473.63 2 L 2 Z N 197.88 446.99 196.61 483.84 2 L N 196.61 483.84 188.22 457.73 2 L N 197.88 446.99 188.22 457.73 2 L N 170.24 457.19 188.22 457.73 2 L N 196.61 483.84 175.35 478.28 2 L N 157.69 473.63 175.35 478.28 2 L N 170.24 457.19 175.35 478.28 2 L N 188.22 457.73 183.43 470.51 2 L N 196.61 483.84 183.43 470.51 2 L N 170.24 457.19 183.43 470.51 2 L N 175.35 478.28 183.43 470.51 2 L N 7 X 90 450 1.2 1.2 183.44 470.53 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 183.44 470.53 A 250.12 491.66 257.35 498.89 R 5 X V 279.07 491.66 286.29 498.89 R V 228.44 484.43 235.67 491.66 R V 235.67 484.43 242.9 491.66 R V 242.9 484.43 250.12 491.66 R V 250.12 484.43 257.35 491.66 R V 228.44 469.98 235.67 477.2 R V 235.67 469.98 242.9 477.2 R V 90 450 12.23 12.23 275.42 473.62 G 228.44 462.75 235.67 469.98 R V 235.67 462.75 242.9 469.98 R V 250.12 455.52 257.35 462.75 R 4 X V 250.12 455.52 257.35 462.75 R V 242.9 448.29 250.12 455.52 R V 242.9 448.29 250.12 455.52 R V 250.12 448.29 257.35 455.52 R V 250.12 448.29 257.35 455.52 R V 257.38 448.29 264.61 455.52 R V 257.38 448.29 264.61 455.52 R V 250.12 441.06 257.35 448.29 R V 250.12 441.06 257.35 448.29 R V 5 X 90 450 8.15 8.15 282.65 444.68 G 221.21 433.81 293.52 506.12 R 0.2 H 0 X N 255.31 456.91 240.29 471.05 2 L 2 Z N 277.93 481.85 272.35 464.96 2 L N 279.69 449.28 272.35 464.96 2 L N 255.31 456.91 272.35 464.96 2 L N 277.93 481.85 252.28 486.7 2 L N 240.29 471.05 252.28 486.7 2 L N 255.31 456.91 252.28 486.7 2 L N 272.35 464.96 264.98 472.41 2 L N 277.93 481.85 264.98 472.41 2 L N 255.31 456.91 264.98 472.41 2 L N 252.28 486.7 264.98 472.41 2 L N 272.35 464.96 278.81 465.58 2 L N 277.93 481.85 278.81 465.58 2 L N 279.69 449.28 278.81 465.58 2 L N 7 X 90 450 1.2 1.2 278.83 465.57 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 278.83 465.57 A 330.71 491.66 337.94 498.89 R 5 X V 359.63 491.66 366.86 498.89 R V 309 484.43 316.23 491.66 R V 316.26 484.43 323.48 491.66 R V 323.49 484.43 330.71 491.66 R V 330.71 484.43 337.94 491.66 R V 309 469.98 316.23 477.2 R V 316.26 469.98 323.48 477.2 R V 90 450 12.23 12.23 355.99 473.62 G 309 462.75 316.23 469.98 R V 316.26 462.75 323.48 469.98 R V 330.71 455.52 337.94 462.75 R 4 X V 330.71 455.52 337.94 462.75 R V 323.49 448.29 330.71 455.52 R V 323.49 448.29 330.71 455.52 R V 330.71 448.29 337.94 455.52 R V 330.71 448.29 337.94 455.52 R V 337.94 448.29 345.17 455.52 R V 337.94 448.29 345.17 455.52 R V 330.71 441.06 337.94 448.29 R V 330.71 441.06 337.94 448.29 R V 5 X 90 450 8.15 8.15 363.24 444.68 G 301.77 433.81 374.08 506.12 R 0.2 H 0 X N 333.07 453.68 321.79 468.44 2 L 2 Z N 355.91 480.01 352.26 463.99 2 L N 364.3 446.93 352.26 463.99 2 L N 333.07 453.68 352.26 463.99 2 L N 355.91 480.01 327.43 486.36 2 L N 321.79 468.44 327.43 486.36 2 L N 352.26 463.99 343.7 472.16 2 L N 355.91 480.01 343.7 472.16 2 L N 333.07 453.68 343.7 472.16 2 L N 327.43 486.36 343.7 472.16 2 L N 352.26 463.99 360.22 467.65 2 L N 355.91 480.01 360.22 467.65 2 L N 364.3 446.93 360.22 467.65 2 L N 327.43 486.36 330.26 470.03 2 L N 321.79 468.44 330.26 470.03 2 L N 333.07 453.68 330.26 470.03 2 L N 343.7 472.16 330.26 470.03 2 L N 7 X 90 450 1.2 1.2 330.25 470.02 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 330.25 470.02 A 411.27 491.66 418.5 498.89 R 5 X V 440.19 491.66 447.42 498.89 R V 389.59 484.43 396.82 491.66 R V 396.82 484.43 404.05 491.66 R V 404.05 484.43 411.27 491.66 R V 411.27 484.43 418.5 491.66 R V 389.59 469.98 396.82 477.2 R V 396.82 469.98 404.05 477.2 R V 90 450 12.23 12.23 436.55 473.62 G 389.59 462.75 396.82 469.98 R V 396.82 462.75 404.05 469.98 R V 411.27 455.52 418.5 462.75 R 4 X V 411.27 455.52 418.5 462.75 R V 404.05 448.29 411.27 455.52 R V 404.05 448.29 411.27 455.52 R V 411.27 448.29 418.5 455.52 R V 411.27 448.29 418.5 455.52 R V 418.5 448.29 425.73 455.52 R V 418.5 448.29 425.73 455.52 R V 411.27 441.06 418.5 448.29 R V 411.27 441.06 418.5 448.29 R V 5 X 90 450 8.15 8.15 443.8 444.68 G 382.36 433.81 454.67 506.12 R 0.2 H 0 X N 434.23 479.53 431.49 463.17 2 L 2 Z N 443.73 446.87 431.49 463.17 2 L N 417.26 454.73 431.49 463.17 2 L N 434.23 479.53 410.17 489.22 2 L N 399.88 469.81 410.17 489.22 2 L N 431.49 463.17 423.41 471.36 2 L N 434.23 479.53 423.41 471.36 2 L N 417.26 454.73 423.41 471.36 2 L N 410.17 489.22 423.41 471.36 2 L N 431.49 463.17 442.29 468.1 2 L N 434.23 479.53 442.29 468.1 2 L N 443.73 446.87 442.29 468.1 2 L N 410.17 489.22 410.99 469.18 2 L N 399.88 469.81 410.99 469.18 2 L N 417.26 454.73 410.99 469.18 2 L N 423.41 471.36 410.99 469.18 2 L N 410.99 469.18 408.55 462.27 2 L N 399.88 469.81 408.55 462.27 2 L N 417.26 454.73 408.55 462.27 2 L N 7 X 90 450 1.2 1.2 408.57 462.25 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 408.57 462.25 A 169.57 411.1 176.79 418.33 R 5 X V 198.51 411.1 205.73 418.33 R V 147.88 403.87 155.11 411.1 R V 155.11 403.87 162.34 411.1 R V 162.34 403.87 169.56 411.1 R V 169.57 403.87 176.79 411.1 R V 147.88 389.42 155.11 396.64 R V 155.11 389.42 162.34 396.64 R V 90 450 12.23 12.23 194.86 393.03 G 147.88 382.19 155.11 389.41 R V 155.11 382.19 162.34 389.41 R V 169.57 374.96 176.79 382.19 R 4 X V 169.57 374.96 176.79 382.19 R V 162.34 367.73 169.56 374.96 R V 162.34 367.73 169.56 374.96 R V 169.57 367.73 176.79 374.96 R V 169.57 367.73 176.79 374.96 R V 176.79 367.73 184.02 374.96 R V 176.79 367.73 184.02 374.96 R V 169.57 360.47 176.79 367.7 R V 169.57 360.47 176.79 367.7 R V 5 X 90 450 8.15 8.15 202.09 364.12 G 140.65 353.24 212.96 425.56 R 0.2 H 0 X N 198.45 408.29 189.66 382.19 2 L 2 Z N 205.22 366.65 189.66 382.19 2 L N 175.8 369.8 189.66 382.19 2 L N 198.45 408.29 165.68 408.46 2 L N 158.42 389.87 165.68 408.46 2 L N 189.66 382.19 181.98 390.38 2 L N 198.45 408.29 181.98 390.38 2 L N 165.68 408.46 181.98 390.38 2 L N 189.66 382.19 201.71 390.29 2 L N 198.45 408.29 201.71 390.29 2 L N 205.22 366.65 201.71 390.29 2 L N 165.68 408.46 170.1 387.2 2 L N 158.42 389.87 170.1 387.2 2 L N 175.8 369.8 170.1 387.2 2 L N 181.98 390.38 170.1 387.2 2 L N 170.1 387.2 168.49 380.32 2 L N 158.42 389.87 168.49 380.32 2 L N 175.8 369.8 168.49 380.32 2 L N 181.98 390.38 178.92 380.09 2 L N 189.66 382.19 178.92 380.09 2 L N 175.8 369.8 178.92 380.09 2 L N 170.1 387.2 178.92 380.09 2 L N 7 X 90 450 1.2 1.2 178.9 380.07 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 178.9 380.07 A 250.12 411.1 257.35 418.33 R 5 X V 279.07 411.1 286.29 418.33 R V 228.44 403.87 235.67 411.1 R V 235.67 403.87 242.9 411.1 R V 242.9 403.87 250.12 411.1 R V 250.12 403.87 257.35 411.1 R V 228.44 389.42 235.67 396.64 R V 235.67 389.42 242.9 396.64 R V 90 450 12.23 12.23 275.42 393.03 G 228.44 382.19 235.67 389.41 R V 235.67 382.19 242.9 389.41 R V 250.12 374.96 257.35 382.19 R 4 X V 250.12 374.96 257.35 382.19 R V 242.9 367.73 250.12 374.96 R V 242.9 367.73 250.12 374.96 R V 250.12 367.73 257.35 374.96 R V 250.12 367.73 257.35 374.96 R V 257.38 367.73 264.61 374.96 R V 257.38 367.73 264.61 374.96 R V 250.12 360.47 257.35 367.7 R V 250.12 360.47 257.35 367.7 R V 5 X 90 450 8.15 8.15 282.65 364.12 G 221.21 353.24 293.52 425.56 R 0.2 H 0 X N 276.54 407.39 271.64 382.07 2 L 2 Z N 286.92 367.47 271.64 382.07 2 L N 253.87 371.3 271.64 382.07 2 L N 240.49 389.07 245.62 408.46 2 L N 271.64 382.07 261.63 393.58 2 L N 276.54 407.39 261.63 393.58 2 L N 245.62 408.46 261.63 393.58 2 L N 271.64 382.07 282.55 393.7 2 L N 276.54 407.39 282.55 393.7 2 L N 286.92 367.47 282.55 393.7 2 L N 245.62 408.46 250.49 387.03 2 L N 240.49 389.07 250.49 387.03 2 L N 253.87 371.3 250.49 387.03 2 L N 261.63 393.58 250.49 387.03 2 L N 250.49 387.03 248.85 376.77 2 L N 240.49 389.07 248.85 376.77 2 L N 253.87 371.3 248.85 376.77 2 L N 261.63 393.58 259.28 379.61 2 L N 271.64 382.07 259.28 379.61 2 L N 253.87 371.3 259.28 379.61 2 L N 250.49 387.03 259.28 379.61 2 L N 261.63 393.58 261.1 407.93 2 L N 245.62 408.46 261.1 407.93 2 L N 276.54 407.39 261.1 407.93 2 L N 7 X 90 450 1.2 1.2 261.08 407.94 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 261.08 407.94 A 330.71 411.1 337.94 418.33 R 5 X V 359.63 411.1 366.86 418.33 R V 309 403.87 316.23 411.1 R V 316.26 403.87 323.48 411.1 R V 323.49 403.87 330.71 411.1 R V 330.71 403.87 337.94 411.1 R V 309 389.42 316.23 396.64 R V 316.26 389.42 323.48 396.64 R V 90 450 12.23 12.23 355.99 393.03 G 309 382.19 316.23 389.41 R V 316.26 382.19 323.48 389.41 R V 330.71 374.96 337.94 382.19 R 4 X V 330.71 374.96 337.94 382.19 R V 323.49 367.73 330.71 374.96 R V 323.49 367.73 330.71 374.96 R V 330.71 367.73 337.94 374.96 R V 330.71 367.73 337.94 374.96 R V 337.94 367.73 345.17 374.96 R V 337.94 367.73 345.17 374.96 R V 330.71 360.47 337.94 367.7 R V 330.71 360.47 337.94 367.7 R V 5 X 90 450 8.15 8.15 363.24 364.12 G 301.77 353.24 374.08 425.56 R 0.2 H 0 X N 357.59 407.7 350.95 382.55 2 L 2 Z N 364.79 366.96 350.95 382.55 2 L N 316.74 389.24 324.59 406.34 2 L N 350.95 382.55 344.92 393.53 2 L N 357.59 407.7 344.92 393.53 2 L N 324.59 406.34 344.92 393.53 2 L N 350.95 382.55 360.51 393.47 2 L N 357.59 407.7 360.51 393.47 2 L N 364.79 366.96 360.51 393.47 2 L N 324.59 406.34 332.19 385.22 2 L N 316.74 389.24 332.19 385.22 2 L N 334.06 373.12 332.19 385.22 2 L N 344.92 393.53 332.19 385.22 2 L N 332.19 385.22 327.91 375.7 2 L N 316.74 389.24 327.91 375.7 2 L N 334.06 373.12 327.91 375.7 2 L N 344.92 393.53 341.06 378.44 2 L N 350.95 382.55 341.06 378.44 2 L N 334.06 373.12 341.06 378.44 2 L N 332.19 385.22 341.06 378.44 2 L N 344.92 393.53 341.91 407.24 2 L N 324.59 406.34 341.91 407.24 2 L N 357.59 407.7 341.91 407.24 2 L N 341.06 378.44 342.51 377.85 2 L N 350.95 382.55 342.51 377.85 2 L N 334.06 373.12 342.51 377.85 2 L N 7 X 90 450 1.2 1.2 342.49 377.84 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 342.49 377.84 A 411.27 411.1 418.5 418.33 R 5 X V 440.19 411.1 447.42 418.33 R V 389.59 403.87 396.82 411.1 R V 396.82 403.87 404.05 411.1 R V 404.05 403.87 411.27 411.1 R V 411.27 403.87 418.5 411.1 R V 389.59 389.42 396.82 396.64 R V 396.82 389.42 404.05 396.64 R V 90 450 12.23 12.23 436.55 393.03 G 389.59 382.19 396.82 389.41 R V 396.82 382.19 404.05 389.41 R V 411.27 374.96 418.5 382.19 R 4 X V 411.27 374.96 418.5 382.19 R V 404.05 367.73 411.27 374.96 R V 404.05 367.73 411.27 374.96 R V 411.27 367.73 418.5 374.96 R V 411.27 367.73 418.5 374.96 R V 418.5 367.73 425.73 374.96 R V 418.5 367.73 425.73 374.96 R V 411.27 360.47 418.5 367.7 R V 411.27 360.47 418.5 367.7 R V 5 X 90 450 8.15 8.15 443.8 364.12 G 382.36 353.24 454.67 425.56 R 0.2 H 0 X N 437.18 405.29 434.15 383.8 2 L 2 Z N 445.12 367.64 434.15 383.8 2 L N 396.36 388.82 398.72 407.93 2 L N 434.15 383.8 424.57 394.8 2 L N 437.18 405.29 424.57 394.8 2 L N 434.15 383.8 440.7 390.55 2 L N 437.18 405.29 440.7 390.55 2 L N 445.12 367.64 440.7 390.55 2 L N 398.72 407.93 411.42 385.76 2 L N 396.36 388.82 411.42 385.76 2 L N 413.66 370.11 411.42 385.76 2 L N 424.57 394.8 411.42 385.76 2 L N 411.42 385.76 406.97 374.5 2 L N 396.36 388.82 406.97 374.5 2 L N 413.66 370.11 406.97 374.5 2 L N 424.57 394.8 421.31 379.01 2 L N 434.15 383.8 421.31 379.01 2 L N 413.66 370.11 421.31 379.01 2 L N 411.42 385.76 421.31 379.01 2 L N 424.57 394.8 418.98 409.23 2 L N 398.72 407.93 418.98 409.23 2 L N 437.18 405.29 418.98 409.23 2 L N 421.31 379.01 423.32 377.91 2 L N 434.15 383.8 423.32 377.91 2 L N 413.66 370.11 423.32 377.91 2 L N 411.42 385.76 411.67 401.38 2 L N 424.57 394.8 411.67 401.38 2 L N 398.72 407.93 411.67 401.38 2 L N 418.98 409.23 411.67 401.38 2 L N 7 X 90 450 1.2 1.2 411.66 401.36 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 411.66 401.36 A 169.57 330.54 176.79 337.77 R 5 X V 198.51 330.54 205.73 337.77 R V 147.88 323.31 155.11 330.54 R V 155.11 323.31 162.34 330.54 R V 162.34 323.31 169.56 330.54 R V 169.57 323.31 176.79 330.54 R V 147.88 308.85 155.11 316.08 R V 155.11 308.85 162.34 316.08 R V 90 450 12.23 12.23 194.86 312.47 G 147.88 301.6 155.11 308.83 R V 155.11 301.6 162.34 308.83 R V 169.57 294.37 176.79 301.6 R 4 X V 169.57 294.37 176.79 301.6 R V 162.34 287.14 169.56 294.37 R V 162.34 287.14 169.56 294.37 R V 169.57 287.14 176.79 294.37 R V 169.57 287.14 176.79 294.37 R V 176.79 287.14 184.02 294.37 R V 176.79 287.14 184.02 294.37 R V 169.57 279.91 176.79 287.14 R V 169.57 279.91 176.79 287.14 R V 5 X 90 450 8.15 8.15 202.09 283.55 G 140.65 272.68 212.96 345 R 0.2 H 0 X N 199.55 284.16 193.86 302.65 2 L 2 Z N 154.34 310.41 156.18 326.32 2 L N 193.86 302.65 182.86 314.81 2 L N 194.59 324.42 182.86 314.81 2 L N 193.86 302.65 198.88 311.24 2 L N 194.59 324.42 198.88 311.24 2 L N 199.55 284.16 198.88 311.24 2 L N 156.18 326.32 168.97 305.68 2 L N 154.34 310.41 168.97 305.68 2 L N 171.41 288.19 168.97 305.68 2 L N 182.86 314.81 168.97 305.68 2 L N 168.97 305.68 165.28 294.2 2 L N 154.34 310.41 165.28 294.2 2 L N 171.41 288.19 165.28 294.2 2 L N 182.86 314.81 179.17 298.39 2 L N 193.86 302.65 179.17 298.39 2 L N 171.41 288.19 179.17 298.39 2 L N 168.97 305.68 179.17 298.39 2 L N 182.86 314.81 176.37 330.4 2 L N 156.18 326.32 176.37 330.4 2 L N 194.59 324.42 176.37 330.4 2 L N 179.17 298.39 181.78 297.2 2 L N 193.86 302.65 181.78 297.2 2 L N 171.41 288.19 181.78 297.2 2 L N 168.97 305.68 169.39 322.57 2 L N 182.86 314.81 169.39 322.57 2 L N 156.18 326.32 169.39 322.57 2 L N 176.37 330.4 169.39 322.57 2 L N 182.86 314.81 194.23 313.53 2 L N 193.86 302.65 194.23 313.53 2 L N 194.59 324.42 194.23 313.53 2 L N 198.88 311.24 194.23 313.53 2 L N 7 X 90 450 1.2 1.2 194.21 313.52 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 194.21 313.52 A 250.12 330.54 257.35 337.77 R 5 X V 279.07 330.54 286.29 337.77 R V 228.44 323.31 235.67 330.54 R V 235.67 323.31 242.9 330.54 R V 242.9 323.31 250.12 330.54 R V 250.12 323.31 257.35 330.54 R V 228.44 308.85 235.67 316.08 R V 235.67 308.85 242.9 316.08 R V 90 450 12.23 12.23 275.42 312.47 G 228.44 301.6 235.67 308.83 R V 235.67 301.6 242.9 308.83 R V 250.12 294.37 257.35 301.6 R 4 X V 250.12 294.37 257.35 301.6 R V 242.9 287.14 250.12 294.37 R V 242.9 287.14 250.12 294.37 R V 250.12 287.14 257.35 294.37 R V 250.12 287.14 257.35 294.37 R V 257.38 287.14 264.61 294.37 R V 257.38 287.14 264.61 294.37 R V 250.12 279.91 257.35 287.14 R V 250.12 279.91 257.35 287.14 R V 5 X 90 450 8.15 8.15 282.65 283.55 G 221.21 272.68 293.52 345 R 0.2 H 0 X N 282.36 285.75 274.28 302.36 2 L 2 Z N 236.8 307.61 235.24 324.87 2 L N 274.28 302.36 263.17 314.98 2 L N 274.76 323.17 263.17 314.98 2 L N 274.28 302.36 280.26 310.24 2 L N 274.76 323.17 280.26 310.24 2 L N 282.36 285.75 280.26 310.24 2 L N 235.24 324.87 248.85 304.57 2 L N 236.8 307.61 248.85 304.57 2 L N 263.17 314.98 248.85 304.57 2 L N 248.85 304.57 245.79 294.48 2 L N 236.8 307.61 245.79 294.48 2 L N 253.78 285.07 245.79 294.48 2 L N 263.17 314.98 258.8 298.2 2 L N 274.28 302.36 258.8 298.2 2 L N 253.78 285.07 258.8 298.2 2 L N 248.85 304.57 258.8 298.2 2 L N 263.17 314.98 254.04 331.13 2 L N 235.24 324.87 254.04 331.13 2 L N 274.76 323.17 254.04 331.13 2 L N 258.8 298.2 262.4 294.31 2 L N 274.28 302.36 262.4 294.31 2 L N 253.78 285.07 262.4 294.31 2 L N 248.85 304.57 249.45 322.77 2 L N 263.17 314.98 249.45 322.77 2 L N 235.24 324.87 249.45 322.77 2 L N 254.04 331.13 249.45 322.77 2 L N 263.17 314.98 274.22 313.96 2 L N 274.28 302.36 274.22 313.96 2 L N 274.76 323.17 274.22 313.96 2 L N 280.26 310.24 274.22 313.96 2 L N 245.79 294.48 251.34 294.82 2 L N 248.85 304.57 251.34 294.82 2 L N 253.78 285.07 251.34 294.82 2 L N 258.8 298.2 251.34 294.82 2 L N 7 X 90 450 1.2 1.2 251.33 294.84 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 251.33 294.84 A 330.71 330.54 337.94 337.77 R 5 X V 359.63 330.54 366.86 337.77 R V 309 323.31 316.23 330.54 R V 316.26 323.31 323.48 330.54 R V 323.49 323.31 330.71 330.54 R V 330.71 323.31 337.94 330.54 R V 309 308.85 316.23 316.08 R V 316.26 308.85 323.48 316.08 R V 90 450 12.23 12.23 355.99 312.47 G 309 301.6 316.23 308.83 R V 316.26 301.6 323.48 308.83 R V 330.71 294.37 337.94 301.6 R 4 X V 330.71 294.37 337.94 301.6 R V 323.49 287.14 330.71 294.37 R V 323.49 287.14 330.71 294.37 R V 330.71 287.14 337.94 294.37 R V 330.71 287.14 337.94 294.37 R V 337.94 287.14 345.17 294.37 R V 337.94 287.14 345.17 294.37 R V 330.71 279.91 337.94 287.14 R V 330.71 279.91 337.94 287.14 R V 5 X 90 450 8.15 8.15 363.24 283.55 G 301.77 272.68 374.08 345 R 0.2 H 0 X N 363.62 283.48 354.72 302.33 2 L 2 Z N 314.73 308.54 317.65 325.01 2 L N 354.72 302.33 345.09 315.15 2 L N 358.52 324.98 345.09 315.15 2 L N 354.72 302.33 360.7 309.59 2 L N 358.52 324.98 360.7 309.59 2 L N 363.62 283.48 360.7 309.59 2 L N 317.65 325.01 329.07 305.06 2 L N 314.73 308.54 329.07 305.06 2 L N 345.09 315.15 329.07 305.06 2 L N 329.07 305.06 325.84 292.98 2 L N 334.12 284.96 325.84 292.98 2 L N 345.09 315.15 339.16 297.57 2 L N 354.72 302.33 339.16 297.57 2 L N 334.12 284.96 339.16 297.57 2 L N 329.07 305.06 339.16 297.57 2 L N 345.09 315.15 335.87 331.42 2 L N 317.65 325.01 335.87 331.42 2 L N 358.52 324.98 335.87 331.42 2 L N 339.16 297.57 342.14 292.38 2 L N 354.72 302.33 342.14 292.38 2 L N 334.12 284.96 342.14 292.38 2 L N 329.07 305.06 331.2 322.55 2 L N 345.09 315.15 331.2 322.55 2 L N 317.65 325.01 331.2 322.55 2 L N 335.87 331.42 331.2 322.55 2 L N 345.09 315.15 353.9 313.79 2 L N 354.72 302.33 353.9 313.79 2 L N 358.52 324.98 353.9 313.79 2 L N 360.7 309.59 353.9 313.79 2 L N 325.84 292.98 332.84 294.28 2 L N 329.07 305.06 332.84 294.28 2 L N 334.12 284.96 332.84 294.28 2 L N 339.16 297.57 332.84 294.28 2 L N 325.84 292.98 320.28 300.78 2 L N 329.07 305.06 320.28 300.78 2 L N 314.73 308.54 320.28 300.78 2 L N 7 X 90 450 1.2 1.2 320.27 300.76 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 320.27 300.76 A 411.27 330.54 418.5 337.77 R 5 X V 440.19 330.54 447.42 337.77 R V 389.59 323.31 396.82 330.54 R V 396.82 323.31 404.05 330.54 R V 404.05 323.31 411.27 330.54 R V 411.27 323.31 418.5 330.54 R V 389.59 308.85 396.82 316.08 R V 396.82 308.85 404.05 316.08 R V 90 450 12.23 12.23 436.55 312.47 G 389.59 301.6 396.82 308.83 R V 396.82 301.6 404.05 308.83 R V 411.27 294.37 418.5 301.6 R 4 X V 411.27 294.37 418.5 301.6 R V 404.05 287.14 411.27 294.37 R V 404.05 287.14 411.27 294.37 R V 411.27 287.14 418.5 294.37 R V 411.27 287.14 418.5 294.37 R V 418.5 287.14 425.73 294.37 R V 418.5 287.14 425.73 294.37 R V 411.27 279.91 418.5 287.14 R V 411.27 279.91 418.5 287.14 R V 5 X 90 450 8.15 8.15 443.8 283.55 G 382.36 272.68 454.67 345 R 0.2 H 0 X N 442.74 283.71 433.41 300.92 2 L 2 Z N 395.29 308.46 398.46 325.12 2 L N 433.41 300.92 425.79 315.06 2 L N 440.7 327.34 425.79 315.06 2 L N 433.41 300.92 442.26 309.99 2 L N 440.7 327.34 442.26 309.99 2 L N 398.46 325.12 409.69 304.4 2 L N 395.29 308.46 409.69 304.4 2 L N 425.79 315.06 409.69 304.4 2 L N 409.69 304.4 406.82 291.79 2 L N 413.51 286.32 406.82 291.79 2 L N 425.79 315.06 418.45 297.71 2 L N 433.41 300.92 418.45 297.71 2 L N 413.51 286.32 418.45 297.71 2 L N 409.69 304.4 418.45 297.71 2 L N 425.79 315.06 417.26 331.98 2 L N 398.46 325.12 417.26 331.98 2 L N 440.7 327.34 417.26 331.98 2 L N 418.45 297.71 419.75 290.85 2 L N 433.41 300.92 419.75 290.85 2 L N 413.51 286.32 419.75 290.85 2 L N 409.69 304.4 411.84 322.69 2 L N 425.79 315.06 411.84 322.69 2 L N 398.46 325.12 411.84 322.69 2 L N 417.26 331.98 411.84 322.69 2 L N 425.79 315.06 435.82 314.24 2 L N 433.41 300.92 435.82 314.24 2 L N 440.7 327.34 435.82 314.24 2 L N 442.26 309.99 435.82 314.24 2 L N 406.82 291.79 412.89 294.43 2 L N 409.69 304.4 412.89 294.43 2 L N 413.51 286.32 412.89 294.43 2 L N 418.45 297.71 412.89 294.43 2 L N 406.82 291.79 399.71 300.97 2 L N 409.69 304.4 399.71 300.97 2 L N 395.29 308.46 399.71 300.97 2 L N 442.26 309.99 442.48 296.84 2 L N 433.41 300.92 442.48 296.84 2 L N 442.74 283.71 442.48 296.84 2 L N 7 X 90 450 1.2 1.2 442.5 296.85 G 0.4 H 0 Z 0 X 90 450 1.2 1.2 442.5 296.85 A 169.57 572.22 176.79 579.45 R 5 X V 198.51 572.22 205.73 579.45 R V 147.88 564.99 155.11 572.22 R V 155.11 564.99 162.34 572.22 R V 162.34 564.99 169.56 572.22 R V 169.57 564.99 176.79 572.22 R V 147.88 550.54 155.11 557.76 R V 155.11 550.54 162.34 557.76 R V 90 450 12.23 12.23 194.86 554.18 G 147.88 543.31 155.11 550.54 R V 155.11 543.31 162.34 550.54 R V 169.57 536.08 176.79 543.31 R 4 X V 169.57 536.08 176.79 543.31 R V 162.34 528.85 169.56 536.08 R V 162.34 528.85 169.56 536.08 R V 169.57 528.85 176.79 536.08 R V 169.57 528.85 176.79 536.08 R V 176.79 528.85 184.02 536.08 R V 176.79 528.85 184.02 536.08 R V 169.57 521.62 176.79 528.85 R V 169.57 521.62 176.79 528.85 R V 5 X 90 450 8.15 8.15 202.09 525.24 G 140.65 514.36 212.96 586.68 R 0.2 H 0 X N 166.82 543.08 173.59 573.58 2 L 2 Z N 166.82 543.08 197.8 535.85 2 L N 197.8 535.85 173.59 573.58 2 L N 64.34 215.17 530.98 257.04 R 7 X V 4 F 0 X (Fig. 3) 64.34 249.7 T (Cell structur) 103.66 249.7 T (e gr) 163.57 249.7 T (owing according to a structur) 181.37 249.7 T (ed pr) 319.7 249.7 T (obability distribution) 344.23 249.7 T (.The cell most re-) 444.05 249.7 T (cently inserted is marked by a white circle.) 103.66 236.7 T (\050) 103.66 223.7 T (simulation parameters:) 107.32 223.7 T 6 F ( n) 216.86 223.7 T 7 F (distribution) 225.72 220.95 T 4 F ( = 25, ) 271.17 223.7 T 8 F (e) 299.4 223.7 T 7 F (bmu) 304.22 220.95 T 4 F ( = 0.1, ) 321.7 223.7 T 8 F (e) 352.69 223.7 T 7 F (neighbor) 357.51 220.95 T 4 F ( = 0.005, p) 391.97 223.7 T 7 F (sure) 440.04 220.95 T 4 F (= 0.9995\051) 456.52 223.7 T 7 X 90 450 2 2 329.91 469.96 G 0.5 H 0 Z 0 X 90 450 2 2 329.91 469.96 A 7 X 90 450 2 2 278.66 465.71 G 0 X 90 450 2 2 278.66 465.71 A 7 X 90 450 2 2 260.88 408.19 G 0 X 90 450 2 2 260.88 408.19 A 7 X 90 450 2 2 193.9 313.46 G 0 X 90 450 2 2 193.9 313.46 A 7 X 90 450 2 2 320.16 300.7 G 0 X 90 450 2 2 320.16 300.7 A 7 X 90 450 2 2 411.66 401.45 G 0 X 90 450 2 2 411.66 401.45 A 7 X 90 450 2 2 442.39 296.96 G 0 X 90 450 2 2 442.39 296.96 A 7 X 90 450 2 2 178.65 380.22 G 0 X 90 450 2 2 178.65 380.22 A 7 X 90 450 2 2 342.46 378.26 G 0 X 90 450 2 2 342.46 378.26 A 7 X 90 450 2 2 183.38 470.7 G 0 X 90 450 2 2 183.38 470.7 A 7 X 90 450 2 2 349.15 531.7 G 0 X 90 450 2 2 349.15 531.7 A 7 X 90 450 2 2 408.4 462.19 G 0 X 90 450 2 2 408.4 462.19 A 7 X 90 450 2 2 263.15 550.95 G 0 X 90 450 2 2 263.15 550.95 A 7 X 90 450 2 2 416.65 556.45 G 0 X 90 450 2 2 416.65 556.45 A 7 X 90 450 2 2 251.39 294.95 G 0 X 90 450 2 2 251.39 294.95 A -8.35 24.95 603.65 816.95 C FMENDPAGE %%EndPage: "3" 2 11 12 /Times-BoldItalic FMDEFINEFONT 12 10 /Times-Roman FMDEFINEFONT %%Page: "2" 2 595.3 841.9 0 FMBEGINPAGE -8.35 24.95 603.65 816.95 C -8.35 24.95 603.65 816.95 R 7 X 0 K V -8.35 33.94 603.65 825.94 R 63.65 797.96 531.65 807.97 R V 63.65 57.64 531.65 67.64 R V 63.65 105.94 531.65 753.94 R V 1 F 0 X (relation) 63.65 746.6 T (Thereby ) 63.65 694.61 T ( denotes the Euclidean Norm. ) 121 694.61 T 0.88 (Then cell bmu and its direct topological neighbors are then moved towards this vector \050see Fig. 1\051. The) 63.65 676.61 P -0.08 (amount of movement is a fraction ) 63.65 663.61 P 9 F -0.1 (e) 214.52 663.61 P 7 F -0.06 (bmu) 220.66 660.86 P 1 F -0.08 ( and ) 238.14 663.61 P 9 F -0.1 (e) 259.34 663.61 P 7 F -0.06 (neighbor) 265.49 660.86 P 5 F -0.06 ( ) 299.94 660.86 P 1 F -0.08 (of the total distance, respectively. This step, consist-) 302.13 663.61 P -0.05 (ing of input vector generation and cell movement, is repeated for a fixed number ) 63.65 650.61 P 6 F -0.05 (n) 420.3 650.61 P 7 F -0.04 (distribution ) 426.41 647.86 P 1 F -0.05 (of times. Ac-) 474.07 650.61 P -0.23 (cording to [1] the positions of the cells thereby tend to change towards an equilibrium state. In this state the) 63.65 637.61 P -0.05 (density of cells approximates a continuous, monotonically increasing function of the probability density of) 63.65 624.61 P (P\050X\051.) 63.65 611.61 T 0.26 (During redistribution information can be compiled on where to insert the next cell: Each time when a cell) 63.65 419.96 P -0.25 (is bmu, we add the distance between this cell and the input vector to an \322error\323 variable attached to the cell.) 63.65 406.96 P 0.44 (We are then able to determine the amount of error caused by every cell over the time. A high error value) 63.65 393.96 P 0.35 (indicates, that near the position of the corresponding cell in ) 63.65 380.96 P 9 F 0.45 (\302) 330.49 380.96 P 5 F 0.29 (n) 341.61 385.36 P 1 F 0.35 ( the density of cells is comparatively low.) 346.11 380.96 P 0.11 (Therefore after the redistribution phase we search for the cell ) 63.65 367.96 P 10 F 0.11 (bs) 336.31 367.96 P 1 F 0.11 ( \050\322black sheep\323\051 with maximum error val-) 346.07 367.96 P -0.17 (ue. We then determine the farthest direct neighbor of ) 63.65 354.96 P 3 F -0.18 (bs) 297.68 354.96 P 1 F -0.17 (, for example a cell ) 308.34 354.96 P 3 F -0.18 (f) 394.76 354.96 P 1 F -0.17 (, and split the edge which con-) 398.09 354.96 P -0.24 (nects both.A new cell ) 63.65 341.96 P 10 F -0.24 (c) 160.63 341.96 P 5 F -0.2 (new ) 165.51 339.21 P 1 F -0.24 (is then inserted halfway between) 182.53 341.96 P 10 F -0.24 ( bs) 325.58 341.96 P 1 F -0.24 ( and ) 337.86 341.96 P 3 F -0.26 (f) 358.73 341.96 P 1 F -0.24 ( in ) 362.07 341.96 P 9 F -0.31 (\302) 375.63 341.96 P 5 F -0.2 (n) 386.75 346.36 P 1 F -0.24 (. Its position vector is initialized) 391.24 341.96 P (as ) 63.65 328.96 T (.) 268.98 328.96 T 0.04 (The cell ) 63.65 310.77 P 10 F 0.04 (c) 102.17 310.77 P 5 F 0.03 (new ) 107.05 308.02 P 1 F 0.04 (is connected with the surrounding cells such, that again a plane structure of triangles is built.) 124.3 310.77 P -0.26 (Two different cases can occur depending on whether the split edge lies inside the structure S \050Fig. 2a\051 or on) 63.65 296.58 P (the rim of S \050Fig. 2b\051.) 63.65 284.7 T 63.65 105.94 531.65 753.94 C 69.66 712.55 525.64 742.94 C 1 F 0 X 0 K (p) 178.42 724.65 T (o) 184.74 724.65 T (s) 191.05 724.65 T 10 F (b) 204.39 724.65 T (m) 210.71 724.65 T (u) 219.46 724.65 T 9 F (\050) 198.48 724.65 T (\051) 225.71 724.65 T 10 F (x) 247.38 724.65 T 9 F (-) 236.2 724.65 T 1 F (p) 278.94 724.65 T (o) 285.26 724.65 T (s) 291.57 724.65 T 10 F (c) 304.91 724.65 T 9 F (\050) 299.01 724.65 T (\051) 310.54 724.65 T 10 F (x) 332.22 724.65 T 9 F (-) 321.04 724.65 T 1 F (\021) 343.92 724.65 T (\021) 346.67 724.65 T (f) 351.23 724.65 T (o) 354.89 724.65 T (r) 360.39 724.65 T (\021) 364.05 724.65 T (a) 366.79 724.65 T (l) 371.67 724.65 T (l) 374.72 724.65 T 10 F (c) 387.84 724.65 T (S) 409.7 724.65 T 9 F (\316) 396.22 724.65 T (\050) 381.93 724.65 T (\051) 415.94 724.65 T (\243) 261.76 724.65 T 173.42 720.99 173.42 733.97 2 L 0.33 H 0 Z N 175.42 720.99 175.42 733.97 2 L N 256.26 720.99 256.26 733.97 2 L N 254.26 720.99 254.26 733.97 2 L N 273.94 720.99 273.94 733.97 2 L N 275.94 720.99 275.94 733.97 2 L N 341.1 720.99 341.1 733.97 2 L N 339.1 720.99 339.1 733.97 2 L N 63.65 105.94 531.65 753.94 C -8.35 24.95 603.65 816.95 C 103 691 121 703.78 C 2 F 0 X 0 K (.) 110 694.61 T 105 693 105 702.78 2 L 0.33 H 0 Z N 107 693 107 702.78 2 L N 118 693 118 702.78 2 L N 116 693 116 702.78 2 L N -8.35 24.95 603.65 816.95 C 61.2 434.29 534.1 607.94 C 61.2 434.29 534.1 607.94 R 7 X 0 K V 309.96 565.65 347.61 569.1 2 L V 0.5 H 2 Z 0 X N 276.49 543.25 309.96 565.65 2 L 7 X V 0 X N 309.96 565.65 324.79 537.92 2 L 7 X V 0 X N 324.79 537.92 347.61 569.1 2 L 7 X V 0 X N 347.61 569.1 357.9 539.14 2 L 7 X V 0 X N 324.79 537.92 357.9 539.14 2 L 7 X V 0 X N 324.79 537.92 323.43 504.96 2 L 7 X V 0 X N 296.42 521.09 323.43 504.96 2 L 7 X V 0 X N 296.42 521.09 324.79 537.92 2 L 7 X V 0 X N 276.49 543.25 324.79 537.92 2 L 7 X V 0 X N 276.49 543.25 296.42 521.09 2 L 7 X V 0 X N 357.9 539.14 323.43 504.96 2 L 7 X V 0 X N 154.57 565.65 192.24 569.1 2 L 7 X V 0 X N 121.09 543.25 154.57 565.65 2 L 7 X V 0 X N 154.57 565.65 169.42 537.92 2 L 7 X V 0 X N 169.42 537.92 192.24 569.1 2 L 7 X V 0 X N 192.24 569.1 202.53 539.14 2 L 7 X V 0 X N 169.42 537.92 202.53 539.14 2 L 7 X V 0 X N 169.42 537.92 168.03 504.96 2 L 7 X V 0 X N 141.05 521.09 168.03 504.96 2 L 7 X V 0 X N 141.05 521.09 169.42 537.92 2 L 7 X V 0 X N 121.09 543.25 169.42 537.92 2 L 7 X V 0 X N 121.09 543.25 141.05 521.09 2 L 7 X V 0 X N 202.53 539.14 168.03 504.96 2 L 7 X V 0 X N 90 450 3.2 3.2 309.99 565.62 G 0 Z 90 450 3.2 3.2 309.99 565.62 A 90 450 3.2 3.2 324.76 537.89 G 90 450 3.2 3.2 324.76 537.89 A 90 450 3.2 3.2 276.43 543.28 G 90 450 3.2 3.2 276.43 543.28 A 90 450 3.2 3.2 296.44 521.06 G 90 450 3.2 3.2 296.44 521.06 A 90 450 3.2 3.2 323.46 504.93 G 90 450 3.2 3.2 323.46 504.93 A 90 450 3.2 3.2 347.64 569.13 G 90 450 3.2 3.2 347.64 569.13 A 90 450 3.2 3.2 357.96 539.11 G 90 450 3.2 3.2 357.96 539.11 A 272.69 550.91 280.28 558.16 282.77 547.96 277.73 549.44 4 Y 4 X V 276.12 543.54 277.8 549.67 2 L 0 X V 3 H 2 Z 4 X N 301.35 568.46 300.09 578.88 309.75 574.76 305.55 571.61 4 Y V 309.88 565.73 305.41 571.8 2 L 0 X V 4 X N 336.8 568.31 330.34 576.59 340.74 578.04 338.77 573.18 4 Y V 347.55 569.67 338.55 573.27 2 L 0 X V 4 X N 314.12 544.5 313.61 554.99 322.95 550.19 318.53 547.35 4 Y V 324 538.72 318.42 547.55 2 L 0 X V 4 X N 453.6 578.54 485.06 575.88 2 L 0 X V 0.5 H N 90 450 3.2 3.2 450.02 521.06 G 0 Z 90 450 3.2 3.2 450.02 521.06 A 90 450 3.2 3.2 477.04 504.93 G 90 450 3.2 3.2 477.04 504.93 A 90 450 3.2 3.2 511.51 539.11 G 90 450 3.2 3.2 511.51 539.11 A 433.58 557.14 453.6 578.54 2 L V 2 Z N 453.6 578.54 467.06 554.7 2 L V N 467.06 554.7 485.06 575.88 2 L V N 485.06 575.88 511.48 539.14 2 L V N 467.06 554.7 511.48 539.14 2 L V N 467.06 554.7 477.01 504.96 2 L V N 450 521.09 477.01 504.96 2 L V N 450 521.09 467.06 554.7 2 L V N 433.58 557.14 467.71 555.36 2 L V N 433.58 557.14 450 521.09 2 L V N 511.48 539.14 477.01 504.96 2 L V N 90 450 3.2 3.2 453.57 578.49 G 0 Z 90 450 3.2 3.2 453.57 578.49 A 90 450 3.2 3.2 433.61 557.11 G 90 450 3.2 3.2 433.61 557.11 A 90 450 3.2 3.2 485.09 575.91 G 90 450 3.2 3.2 485.09 575.91 A 90 450 3.2 3.2 467.09 554.68 G 90 450 3.2 3.2 467.09 554.68 A 90 450 3.2 3.2 154.63 565.62 G 90 450 3.2 3.2 154.63 565.62 A 90 450 3.2 3.2 169.37 537.89 G 90 450 3.2 3.2 169.37 537.89 A 90 450 3.2 3.2 121.06 543.28 G 90 450 3.2 3.2 121.06 543.28 A 90 450 3.2 3.2 141.08 521.06 G 90 450 3.2 3.2 141.08 521.06 A 90 450 3.2 3.2 168.09 504.93 G 90 450 3.2 3.2 168.09 504.93 A 90 450 3.2 3.2 192.27 569.13 G 90 450 3.2 3.2 192.27 569.13 A 90 450 3.2 3.2 202.56 539.11 G 90 450 3.2 3.2 202.56 539.11 A 2 F (input vector) 302.11 596.6 T (bmu) 309.45 570.12 T (a\051 original cell positions) 110.8 479.39 T (b\051 generation of an) 259.2 479.39 T (c\051 resulting cell positions) 404.13 479.39 T (input vector) 271.64 466.94 T 64.29 433.52 530.92 459.23 R 7 X V 4 F 0 X (Fig. 1) 64.29 451.9 T -0.08 (One step during the redistribution: the bmu and its direct topological neighbors are moved ) 103.6 451.9 P (towards the position of the input vector.) 103.6 438.9 T 90 450 2.59 2.59 291.61 592.87 A 90 450 5.19 5.19 291.6 592.86 A 90 450 0.65 0.65 291.54 592.86 G 90 450 0.65 0.65 291.54 592.86 A 90 450 7.74 7.74 291.57 592.89 A -8.35 24.95 603.65 816.95 C 75.55 320.3 268.98 338.14 C 1 F 0 X 0 K (p) 76.55 328.96 T (o) 82.75 328.96 T (s) 88.94 328.96 T 10 F (c) 101.03 328.96 T (n) 106.36 323.57 T (e) 112.39 323.57 T (w) 117.79 323.57 T 14 F (\050) 95.92 328.96 T (\051) 125.73 328.96 T 2 F (0) 150.31 328.96 T (.) 156.3 328.96 T (5) 159.3 328.96 T 1 F (p) 173.11 328.96 T (o) 179.3 328.96 T (s) 185.5 328.96 T 10 F (b) 197.58 328.96 T (s) 203.78 328.96 T 14 F (\050) 192.48 328.96 T (\051) 208.66 328.96 T 1 F (p) 227.24 328.96 T (o) 233.44 328.96 T (s) 239.64 328.96 T 10 F (f) 251.72 328.96 T 14 F (\050) 246.62 328.96 T (\051) 255.38 328.96 T (+) 217.66 328.96 T (\050) 168.01 328.96 T (\051) 261.98 328.96 T (=) 137.72 328.96 T -8.35 24.95 603.65 816.95 C 61.2 109.58 534.1 282.32 C 61.2 109.58 534.1 282.32 R 7 X 0 K V 63.35 113.46 529.99 205.33 R V 4 F 0 X (Fig. 2) 63.35 198 T (Insertion of a new cell between ) 102.67 198 T 11 F (bs) 249.74 198 T 4 F ( and ) 260.4 198 T 11 F (f) 283.61 198 T 4 F -0.01 (a\051 Either ) 102.67 185 P 11 F -0.01 (bs) 147.19 185 P 4 F -0.01 ( or ) 157.86 185 P 11 F -0.01 (f) 173.7 185 P 4 F -0.01 ( \050or both\051 lies inside the structure S. The edge which connects them, is then ) 177.69 185 P (part of two triangles. This edge is removed) 102.67 172 T 6 F ( ) 302.23 172 T 4 F (and ) 304.98 172 T 6 F (c) 325.44 172 T 7 F (new ) 330.32 169.25 T 4 F (is connected to ) 348.04 172 T 11 F (bs) 419.75 172 T 4 F (, ) 430.41 172 T 11 F (f) 435.9 172 T 4 F (, and the opposite ) 439.89 172 T (corners of both triangles. Thus ) 102.67 159 T 6 F (c) 249.76 159 T 7 F (new) 254.64 156.25 T 4 F ( gets four direct neighbors.) 270.12 159 T -0.16 (b\051 Both ) 102.67 146 P 11 F -0.17 (bs) 140.2 146 P 4 F -0.16 ( and ) 150.86 146 P 11 F -0.17 (f) 173.76 146 P 4 F -0.16 ( lie on the rim of S. In this case the edge connecting them is part of only one ) 177.75 146 P -0.18 (triangle. Again this edge is removed. ) 102.67 133 P 6 F -0.18 (c) 274.93 133 P 7 F -0.14 (new ) 279.81 130.25 P 4 F -0.18 (is then connected to ) 297.39 133 P 11 F -0.19 (bs) 391.89 133 P 4 F -0.18 (, ) 402.55 133 P 11 F -0.19 (f) 407.87 133 P 4 F -0.18 (, and the opposite corner ) 411.86 133 P (of the triangle. So ) 102.67 120 T 6 F (c) 188.41 120 T 7 F (new) 193.29 117.25 T 4 F ( gets three direct neighbours. ) 208.77 120 T 90 450 2.78 2.78 423.55 253.46 G 0.5 H 0 Z 90 450 2.78 2.78 423.55 253.46 A 90 450 2.78 2.78 438.74 263.61 G 90 450 2.78 2.78 438.74 263.61 A 90 450 2.78 2.78 485.83 232.86 G 90 450 2.78 2.78 485.83 232.86 A 90 450 2.78 2.78 440.61 229.11 G 90 450 2.78 2.78 440.61 229.11 A 423.49 253.49 438.77 263.64 2 L V 2 Z N 423.49 253.49 440.64 229.09 2 L V N 440.64 229.09 485.77 232.91 2 L V N 438.77 263.64 485.77 232.91 2 L V N 438.77 263.64 440.64 229.09 2 L V N 2 F (bs) 440.64 265.65 T (f) 488.52 222.68 T (c) 460.43 238.95 T 12 F (new) 465.75 235.95 T 462.95 247.74 440.64 229.09 2 L V N 7 X 90 450 2.78 2.78 463.01 247.68 G 0 Z 0 X 90 450 2.78 2.78 463.01 247.68 A 2 F (b\051) 388.11 241.16 T (a\051) 122.36 240.45 T 260.56 258.17 225.95 225.63 2 L 7 X V 2 Z 0 X N 90 450 2.78 2.78 225.97 225.6 G 0 Z 90 450 2.78 2.78 225.97 225.6 A 90 450 2.78 2.78 210.35 278.72 G 90 450 2.78 2.78 210.35 278.72 A 90 450 2.78 2.78 165.14 241.59 G 90 450 2.78 2.78 165.14 241.59 A 90 450 2.78 2.78 185.95 215.22 G 90 450 2.78 2.78 185.95 215.22 A 90 450 2.78 2.78 165.14 273.9 G 90 450 2.78 2.78 165.14 273.9 A 90 450 2.78 2.78 191.19 236.54 G 90 450 2.78 2.78 191.19 236.54 A 90 450 2.78 2.78 144.25 241.59 G 90 450 2.78 2.78 144.25 241.59 A 90 450 2.78 2.78 161.46 220.04 G 90 450 2.78 2.78 161.46 220.04 A 191.22 236.51 165.09 241.62 2 L V 2 Z N 165.09 241.62 165.09 273.96 2 L V N 165.09 241.62 144.22 241.62 2 L V N 165.09 273.96 144.22 241.62 2 L V N 165.09 273.96 191.22 236.51 2 L V N 165.09 273.96 210.38 278.69 2 L V N 191.22 236.51 210.38 278.69 2 L V N 191.22 236.51 260.56 258.17 2 L V N 210.38 278.69 259.71 258.17 2 L V N 225.95 225.63 191.22 236.51 2 L V N 191.22 236.51 185.89 215.25 2 L V N 185.89 215.25 165.09 241.62 2 L V N 165.09 241.62 161.43 220.02 2 L V N 144.22 241.62 161.43 220.02 2 L V N 161.43 220.02 185.89 215.25 2 L V N 185.89 215.25 225.95 225.63 2 L V N 90 450 2.78 2.78 260.61 258.2 G 0 Z 90 450 2.78 2.78 260.61 258.2 A (f) 265.83 258.59 T (c) 227.65 241.39 T 12 F (new) 232.97 238.39 T 225.95 225.63 225.95 247.88 2 L V 2 Z N 210.38 278.69 225.95 247.88 2 L V N 7 X 90 450 2.78 2.78 225.97 247.91 G 0 Z 0 X 90 450 2.78 2.78 225.97 247.91 A 2 F (bs) 188.22 242.32 T -8.35 24.95 603.65 816.95 C FMENDPAGE %%EndPage: "2" 1 6 13 /AvantGarde-Demi FMDEFINEFONT 7 11 /NewCenturySchlbk-Roman FMDEFINEFONT 10 12 /Times-Bold FMDEFINEFONT 11 11 /Courier FMDEFINEFONT %%Page: "1" 1 595.3 841.9 0 FMBEGINPAGE -8.35 24.95 603.65 816.95 C -8.35 24.95 603.65 816.95 R 7 X 0 K V -8.35 33.94 603.65 825.94 R 63.65 797.96 531.65 807.97 R V 63.65 57.64 531.65 67.64 R V 63.65 105.94 531.65 753.94 R V 6 F 0 X (UNSUPERVISED CLUSTERING WITH GROWING CELL STRUCTURES) 108.19 745.27 T 1 F (Bernd ) 257.72 713.61 T 7 F (FRITZKE) 287.32 713.61 T 1 F (Institut f\237r Mathematische Maschinen und Datenverarbeitung) 162.02 687.61 T (Lehrstuhl f\237r Programmiersprachen) 218.93 674.61 T (Universit\212t Erlangen-N\237rnberg) 229.15 661.61 T (Martenstr. 3, D-8520 Erlangen, Germany) 206.88 648.61 T 4 F -0.23 (Abstract:) 99.65 617.61 P 1 F -0.23 ( A Neural Network model is presented which is able to detect clusters of similar ) 144.19 617.61 P (patterns. The patterns are n-dimensional real number vectors according to an unknown ) 99.65 604.61 T (probability distribution P\050X\051. By evaluating sample vectors according to P\050X\051 a two-di-) 99.65 591.61 T (mensional cell structure is gradually built up which models the distribution. Through re-) 99.65 578.6 T (moval of cells corresponding to areas with low probability density the structure is then ) 99.65 565.6 T -0.29 (split into several disconnected substructures. Each of them identifies one cluster of similar ) 99.65 552.61 P (patterns. Not only the number of clusters is determined but also an approximation of the ) 99.65 539.61 T (probability distribution inside each clusters. The accuracy of the cluster description is in-) 99.65 526.61 T (creased linearly with the number of evaluated sample vectors.) 99.65 513.61 T 0 F (1.) 63.65 486.61 T ( Intr) 76.69 486.61 T (oduction) 104.03 486.61 T 1 F 0.47 (When dealing with large amounts of data it is often useful to perform a classification of the primary data) 63.65 467.61 P -0.26 (into representative subsets or clusters. The main problem is to find clusters such that data items in one clus-) 63.65 454.61 P -0.16 (ter have similar properties \050with respect to an appropriate measure\051 but the properties of data items belong-) 63.65 441.61 P (ing to different clusters are not similar.) 63.65 428.61 T 0.64 (In numerous cases a data item \050or pattern\051 can be expressed as an n-dimensional vector of real numbers.) 63.65 410.61 P 0.18 (The network model presented here can then determine clusters of similar vectors in an unsupervised man-) 63.65 397.61 P 0.19 (ner. This is done by evaluating sample vectors. The information gained by the model consists of the num-) 63.65 384.61 P -0.17 (ber of detected clusters and of a two-dimensional cell structure for each cluster. This cell structure contains) 63.65 371.61 P (an approximation of the pattern density in the cluster.) 63.65 358.61 T 0 F (2.) 63.65 331.61 T ( Gr) 76.69 331.61 T (owing Cell Structur) 97.03 331.61 T (es) 214.93 331.61 T 1 F 1.24 (The networks introduced in the following are two-dimensional structures consisting of connected cells.) 63.65 312.61 P 0.2 (The connection scheme is such, that always a number of triangles is formed with one cell in every corner.) 63.65 299.61 P (Every connection stands for a topological neighborhood relation. ) 63.65 286.61 T 0.3 (These two-dimensional structures will be used to describe clusters of patterns in the n-dimensional vector) 63.65 268.61 P 0.28 (space of real numbers ) 63.65 255.61 P 9 F 0.36 (\302) 166.64 255.61 P 5 F 0.23 (n) 177.76 260.01 P 1 F 0.28 (. For this reason every cell ) 182.26 255.61 P 3 F 0.31 (c ) 303.23 255.61 P 1 F 0.28 (has attached ) 311.86 255.61 P 2 F 0.31 (an n-dimensional ) 369.17 255.61 P 10 F 0.31 (position vector) 455.72 255.61 P 3 F 0.64 (pos\050c\051) 63.65 242.61 P 2 F 0.64 ( indicating its virtual position in ) 93.62 242.61 P 9 F 0.75 (\302) 254.09 242.61 P 5 F 0.48 (n) 265.21 247.01 P 2 F 0.64 (. For convenience) 269.71 242.61 P 1 F 0.59 ( we will sometimes denote the position) 356.59 242.61 P (vector of a cell as its ) 63.65 229.61 T 4 F (position) 157.01 229.61 T 1 F ( and changes of this vector as ) 194.25 229.61 T 4 F (movements) 326.36 229.61 T 1 F ( of the cell. ) 379.45 229.61 T 1.17 (Now let P\050X\051 be an unknown probability distribution on ) 63.65 211.61 P 9 F 1.49 (\302) 324.11 211.61 P 5 F 0.96 (n) 335.23 216.01 P 1 F 1.17 (. Although P\050X\051 is not known explicitly it) 339.73 211.61 P 0.24 (shall be possible to generate arbitrarily many sample vectors according to P\050X\051. By evaluating those sam-) 63.65 198.61 P (ple vectors clusters can be detected as follows:) 63.65 185.61 T -0.01 (First the current structure ) 63.65 167.61 P 10 F -0.01 (S) 177.74 167.61 P 1 F -0.01 ( is distributed in ) 184.41 167.61 P 9 F -0.01 (\302) 258.24 167.61 P 5 F -0 (n) 269.37 172.01 P 1 F -0.01 ( such that the cell density roughly approximates the proba-) 273.86 167.61 P -0.2 (bility density of P\050X\051. The cell density thereby is \050in the same sense as above\051 the shorthand for \322density of) 63.65 154.61 P -0.14 (position vectors\323. This distribution is done by successively generating input vectors according to P\050X\051. For) 63.65 141.61 P 0.11 (every input vector x the nearest cell is determined. This is the cell ) 63.65 128.61 P 4 F 0.11 (bmu) 356.83 128.61 P 1 F 0.11 ( \050best matching unit\051 satisfying the) 378.19 128.61 P 62.51 760.26 530.23 788.61 R 7 X V 11 F 0 X -0.82 (To appear in: Proc. of the IJCNN-91 Seattle ) 246.78 781.27 P (\050) 422.67 768.27 T 8 F (\343) 429.27 768.27 T 11 F ( 1991 by IEEE\051) 437.95 768.27 T FMENDPAGE %%EndPage: "1" 0 %%Trailer %%BoundingBox: 0 0 595.3 841.9 %%Pages: 6 -1 %%DocumentFonts: Times-Bold %%+ Times-Roman %%+ Times-Italic %%+ Times-BoldItalic %%+ Symbol %%+ AvantGarde-Demi %%+ NewCenturySchlbk-Roman %%+ Courier