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1 Диаграмма рассеивания 20000 Лин 18000 20000 16000 18000 14000 14000 12000 12000 10000 10000 8000 8000 4000 6000 2000 6000 0 0.5 4000 2000 Xmin Xmax N 0 0.626667 2.673333 0.5 Карман 0.626667 0.831333 1.036 1.240667 1.445333 1.65 1.854667 2.059333 2.264 2.468667 2.673333 f(x) = 6041.86 16000 1 H 10 0.204667 1.5 2 1 2.5 1.306667 1.493333 1.5 1.4 1.473333 1.513333 1.513333 1.44 1.586667 1.473333 1.453333 1.566667 1.613333 1.58 1.553333 1.72 1.78 1.54 1.673333 1.7 1.66 1.833333 1.8 1.72 1.646667 1.653333 1.78 1.84 1.846667 1.866667 2.033333 1.933333 2.033333 1.946667 2.013333 2.073333 2.146667 2.36 2.26 2.44 2.286667 2.533333 2.52 2.273333 2.193333 2.673333 2.566667 2.553333 2.5 2.673333 9694.652 9978.551 10012.91 10035.87 10137.97 10150.81 10150.81 10156.15 10166.75 10172.3 10327.17 10370.44 10484.95 10546.77 10639.61 10710.06 10894.36 10904.36 11133.19 11426.35 11483.3 11530.38 11636.61 11685.42 11755.89 11829.51 11888.4 12092.16 12168.77 12438.43 12787.44 13261.7 13298.56 13381.07 13643.99 13826.9 14134.15 14770.7 14869.74 15085.68 15170.25 15448.3 15974.4 16240.57 16377.2 16409.9 16562.52 17086.62 17102.3 17181.38 вания Рис.
2 Линейная регрессия Рис. 3 Параболическая регрессия 20000 20000 18000 f(x) = 6041.86533646585 x + 1115.64181772981 16000 18000 14000 f(x) = − 69.5801288898553 x² + 6266.68812406235 x + 954.820747 16000 12000 10000 14000 8000 6000 12000 4000 2000 10000 0 0.5 1 1.5 2 2.5 3 8000 6000 2 Ymin Ymax N 4527.237 17181.38 2.5 Карман 4527.237 5792.651 7058.066 8323.48 9588.894 10854.31 12119.72 13385.14 14650.55 15915.97 17181.38 3 H 10 1265.414 4000 2000 0 0.5 1 1.5 2 2.5 Рис.4 Сравнение линейной и параболической регрессии 20000 регрессия 18000 16000 812406235 x + 954.820747884786 6041.86533646585 x+ f(x) = − 69.5801288898553 x²1115.64181772981 + 6266.68812406235 x + 954.820747884786 14000 12000 10000 8000 6000 4000 2 2.5 3 2000 0 0.5 1 1.5 2 2.5 3 й регрессии 820747884786 5 3 Гистограмма Часто та Карман Частота 0.626667 1 0.831333 8 1.036 16 1.240667 15 1.445333 11 1.65 16 1.854667 12 2.059333 6 2.264 4 2.468667 4 2.673333 7 Еще 0 20 10 0 0.6 266 666 666 666 67 0.8 1.0 1.2 1.4 1.6 1.8 313 36 406 453 5 546 333 666 333 666 333 666 333 666 Карман 333 666 333 666 33 7 3 7 2.0 2.2 2.4 2.6 Ещ 593 64 686 733 е 333 666 333 333 666 333 333 666 333 3 7 3 20 15 10 5 Карман Частота 0.626667 0.01 0.831333 0.09 1.036 0.25 1.240667 0.4 1.445333 0.51 1.65 0.67 1.854667 0.79 2.059333 0.85 2.264 0.89 2.468667 0.93 2.673333 1 0 0.5 0.626667 0.831333 0.831333 1.036 1.036 1.249 1.240667 1.445333 1.445333 1.65 1.65 1.854667 1.854667 2.059333 2.059333 2.264 2.264 2.468667 2.468667 2.673333 2.673333 0.01 0.01 0.09 0.09 0.25 0.25 0.4 0.4 0.51 0.51 0.67 0.67 0.79 0.79 0.85 0.85 0.89 0.89 0.93 0.93 1 Эмпирическая Функция 1.2 1 0.8 0.6 0.4 0.2 0 0.5 1 1.5 2 Гистограмма По Х 20 15 Column B 10 5 0 0.5 1 1.5 2 2.5 еская Функция по X 1.5 2 2.5 3 3 4527.237 5792.651 7058.066 8323.48 9588.894 10854.31 12119.72 13385.14 14650.55 15915.97 17181.38 0.01 0.07 0.19 0.34 0.49 0.66 0.78 0.84 0.87 0.92 1 Гистограмма по Y 15 Частота Карман Частота 4527.237 1 5792.651 6 7058.066 12 8323.48 15 9588.894 15 10854.31 17 12119.72 12 13385.14 6 14650.55 3 15915.97 5 17181.38 8 Еще 0 0 45 57 70 83 95 10 12 13 14 15 17 Е 27.
92. 58. 23. 88. 85 11 38 65 91 18 ще 23 65 06 47 89 4.3 9.7 5.1 0.5 5.9 1.3 68 12 55 98 42 08 22 37 51 65 80 Карман 81 18 55 93 30 56 90 24 57 91 25 44 64 84 04 24 74 46 18 90 62 34 4 4 4 4 по 4 4 Полигон частот Y Частота 20 15 10 5 0 2000 4000 4527.237 5792.651 5792.651 7058.066 7058.066 8323.48 8323.48 9588.894 9588.894 10854.31 10854.31 12119.72 12119.72 13385.14 13385.14 14650.55 14650.55 15915.97 15915.97 17181.38 17181.38 6000 0.01 0.01 0.07 0.07 0.19 0.19 0.34 0.34 0.49 0.49 0.66 0.66 0.78 0.78 0.84 0.84 0.87 0.87 0.92 0.92 1 8000 10000 12000 14000 16000 18000 Эмпирическая Функция по Y 1.2 1 0.8 0.6 0.4 0.2 0 2000 4000 6000 8000 10000 12000 14000 16000 18000 Y 0 16000 18000 Линейная регрессия X 0.626667 0.653333 0.646667 0.773333 0.78 0.74 0.8 0.853333 0.866667 0.96 0.92 0.9 1.093333 0.86 0.82 0.953333 0.926667 0.96 0.946667 0.786667 0.993333 0.986667 1.093333 1.02 1.046667 1.026667 1.14 1.086667 1.093333 1.04 1.006667 1.013333 1.04 1.206667 1.12 1.266667 1.266667 1.266667 1.12 1.053333 1.306667 1.353333 1.206667 1.333333 1.4 1.213333 Y 4527.237 5108.709 5207.555 5458.406 5507.011 5673.077 5728.142 5812.477 5965.568 6149.168 6255.463 6329.594 6332.226 X= 6337.099 6385.752 6391.242 6595.454 6738.951 6838.889 7091.043 7097.944 7253.375 7318.543 7379.69 7391.09 7408.133 7467.515 7515.751 7574.012 7608.591 7717.174 7803.208 7881.098 8250.378 8464.471 8506.901 8506.901 8506.901 8525.006 8539.606 8639.868 8804.893 8873.718 8960.734 8975.02 9260.916 n {∑ n ΣXi a xi + bn=∑ y i ¿¿¿¿ i=1 146.7 242.8768 i=1 100 997905.8 146.7 1631093 det= -2766.7855556 не 0 обрат -0.0530218179 0.036143 0.0877830069 -0.053022 а= b= 6041.8653365 1115.6418177 E2 7.930794E-10 4527.237 5108.709 5207.555 5458.406 5507.011 5673.077 5728.142 5812.477 5965.568 6149.168 6255.463 6329.594 6332.226 6337.099 6385.752 6391.242 6595.454 6738.951 6838.889 7091.043 7097.944 7253.375 7318.543 7379.69 7391.09 7408.133 4901.8774286 5062.9938376 5022.7147353 5788.0176779 5828.2967802 5586.6221667 5949.1340869 6271.3669048 6351.9251093 6915.8325407 6674.1579273 6553.3206205 7721.4145856 6311.6460071 6069.9713936 6875.5534385 6714.4370295 6915.8325407 6835.2743363 5868.5758824 7117.228052 7076.9489497 7721.4145856 7278.3444609 7439.4608699 7318.6235632 -374.6405 45.7154 184.8403 -329.6117 -321.286 86.45499 -220.9921 -458.8902 -386.3574 -766.665 -418.6951 -223.7263 -1389.189 25.4533 315.7806 -484.3115 -118.983 -176.8815 3.614813 1222.467 -19.28374 176.4264 -402.8714 101.3458 -48.37076 89.50903 ΣYi ΣX^2i 146.7 997905.8 242.8768 X^2i 0.392711 0.426844 0.418178 0.598044 0.6084 0.5476 0.64 0.728178 0.751111 0.9216 0.8464 0.81 1.195378 0.7396 0.6724 0.908844 0.858711 0.9216 0.896178 0.618844 0.986711 0.973511 1.195378 1.0404 1.095511 1.054044 1.2996 1.180844 1.195378 1.0816 1.013378 1.026844 1.0816 1.456044 1.2544 1.604444 1.604444 1.604444 1.2544 1.109511 1.707378 1.831511 1.456044 1.777778 1.96 1.472178 XiYi 2837.068 3337.69 3367.552 4221.167 4295.468 4198.077 4582.514 4959.98 5170.159 5903.201 5755.026 5696.635 6923.233 5449.905 5236.317 6092.984 6111.787 6469.393 6474.148 5578.287 7050.625 7156.664 8001.607 7527.284 7736.008 7605.683 8512.967 8167.116 8280.92 7912.935 7768.622 7907.251 8196.342 9955.456 9480.207 10775.41 10775.41 10775.41 9548.006 8995.051 11289.43 11915.95 10707.62 11947.65 12565.03 11236.58 1.166667 1.453333 1.573333 1.4 1.306667 1.493333 1.5 1.4 1.473333 1.513333 1.513333 1.44 1.586667 1.473333 1.453333 1.566667 1.613333 1.58 1.553333 1.72 1.78 1.54 1.673333 1.7 1.66 1.833333 1.8 1.72 1.646667 1.653333 1.78 1.84 1.846667 1.866667 2.033333 1.933333 2.033333 1.946667 2.013333 2.073333 2.146667 2.36 2.26 2.44 2.286667 2.533333 2.52 2.273333 2.193333 2.673333 2.566667 9332.443 9469.077 9539.758 9683.772 9694.652 9978.551 10012.91 10035.87 10137.97 10150.81 10150.81 10156.15 10166.75 10172.3 10327.17 10370.44 10484.95 10546.77 10639.61 10710.06 10894.36 10904.36 11133.19 11426.35 11483.3 11530.38 11636.61 11685.42 11755.89 11829.51 11888.4 12092.16 12168.77 12438.43 12787.44 13261.7 13298.56 13381.07 13643.99 13826.9 14134.15 14770.7 14869.74 15085.68 15170.25 15448.3 15974.4 16240.57 16377.2 16409.9 16562.52 7467.515 7515.751 7574.012 7608.591 7717.174 7803.208 7881.098 8250.378 8464.471 8506.901 8506.901 8506.901 8525.006 8539.606 8639.868 8804.893 8873.718 8960.734 8975.02 9260.916 9332.443 9469.077 9539.758 9683.772 9694.652 9978.551 10012.91 10035.87 10137.97 10150.81 10150.81 10156.15 10166.75 10172.3 10327.17 10370.44 10484.95 10546.77 10639.61 10710.06 10894.36 10904.36 11133.19 11426.35 11483.3 11530.38 11636.61 11685.42 11755.89 11829.51 11888.4 8003.3683013 7681.1354834 7721.4145856 7399.1817677 7197.7862564 7238.0653587 7399.1817677 8406.1593237 7882.5309946 8768.6712439 8768.6712439 8768.6712439 7882.5309946 7479.7399721 9010.3458574 9292.2995731 8406.1593237 9171.4622664 9574.2532888 8446.438426 8164.4847103 9896.4861067 10621.509947 9574.2532888 9010.3458574 10138.16072 10178.439822 9574.2532888 10017.323413 10258.998027 10258.998027 9815.9279022 10702.068152 10017.323413 9896.4861067 10581.230845 10863.184561 10661.789049 10500.67264 11507.650196 11870.162117 10420.114436 11225.696481 11386.81289 11145.138276 12192.394935 11990.999423 11507.650196 11064.580072 11104.859174 11870.162117 -535.8535 -165.3843 -147.4023 209.4097 519.3881 565.1429 481.9162 -155.7813 581.9397 -261.7701 -261.7701 -261.7701 642.4747 1059.866 -370.478 -487.4068 467.5589 -210.7283 -599.2336 814.478 1167.959 -427.4092 -1081.752 109.5187 684.3061 -159.6097 -165.5345 461.6166 120.6508 -108.1887 -108.1887 340.2245 -535.315 154.9756 430.6855 -210.7902 -378.2297 -115.0194 138.9334 -797.5897 -975.8057 484.2489 -92.51089 39.53714 338.1571 -662.0166 -354.3862 177.774 691.3102 724.6556 18.23905 1.361111 2.112178 2.475378 1.96 1.707378 2.230044 2.25 1.96 2.170711 2.290178 2.290178 2.0736 2.517511 2.170711 2.112178 2.454444 2.602844 2.4964 2.412844 2.9584 3.1684 2.3716 2.800044 2.89 2.7556 3.361111 3.24 2.9584 2.711511 2.733511 3.1684 3.3856 3.410178 3.484444 4.134444 3.737778 4.134444 3.789511 4.053511 4.298711 4.608178 5.5696 5.1076 5.9536 5.228844 6.417778 6.3504 5.168044 4.810711 7.146711 6.587778 10887.85 13761.73 15009.22 13557.28 12667.68 14901.3 15019.36 14050.22 14936.62 15361.56 15361.56 14624.86 16131.25 14987.19 15008.82 16247.02 16915.73 16663.9 16526.85 18421.3 19391.95 16792.72 18629.53 19424.8 19062.27 21139.03 20945.9 20098.93 19358.03 19558.13 21161.35 22249.58 22471.66 23218.4 26001.12 25639.29 27040.4 26048.48 27469.89 28667.77 30341.32 34858.85 33605.62 36809.05 34689.31 39135.7 40255.5 36920.22 35920.65 43869.14 42510.46 2.553333 17086.62 2.5 17102.3 2.673333 17181.38 12092.16 12168.77 12438.43 12787.44 13261.7 13298.56 13381.07 13643.99 13826.9 14134.15 14770.7 14869.74 15085.68 15170.25 15448.3 15974.4 16240.57 16377.2 16409.9 16562.52 17086.62 17102.3 17181.38 12232.674037 12272.953139 12393.790446 13400.768002 12796.581468 13400.768002 12877.139673 13279.930695 13642.442615 14085.51274 15374.444012 14770.257478 15857.793239 14931.373887 16421.70067 16341.142466 14850.815683 14367.466456 17267.561817 16623.096181 16542.537977 16220.305159 17267.561817 -140.5104 -104.183 44.63553 -613.3297 465.1217 -102.2097 503.9267 364.0566 184.4555 48.6406 -603.7456 99.4842 -772.1169 238.8801 -973.3973 -366.7378 1389.75 2009.731 -857.6592 -60.57787 544.0796 881.9942 -86.18156 6.519511 43627.83 6.25 42755.75 7.146711 45931.56 ΣXiYi параболическая регрессия 1631093.305 X Y 0.626667 4527.237 0.653333 5108.709 0.646667 5207.555 0.773333 5458.406 0.78 5507.011 0.74 5673.077 0.8 5728.142 0.853333 5812.477 0.866667 5965.568 0.96 6149.168 0.92 6255.463 0.9 6329.594 1.093333 6332.226 0.86 6337.099 0.82 6385.752 0.953333 6391.242 0.926667 6595.454 0.96 6738.951 0.946667 6838.889 0.786667 7091.043 0.993333 7097.944 0.986667 7253.375 1.093333 7318.543 1.02 7379.69 1.046667 7391.09 1.026667 7408.133 1.14 7467.515 1.086667 7515.751 1.093333 7574.012 1.04 7608.591 1.006667 7717.174 1.013333 7803.208 1.04 7881.098 1.206667 8250.378 1.12 8464.471 1.266667 8506.901 1.266667 8506.901 1.266667 8506.901 1.12 8525.006 1.053333 8539.606 1.306667 8639.868 1.353333 8804.893 1.206667 8873.718 1.333333 8960.734 1.4 8975.02 1.213333 9260.916 1.166667 9332.443 X^3 0.246099 0.278872 0.270422 0.462488 0.474552 0.405224 0.512 0.621378 0.650963 0.884736 0.778688 0.729 1.306946 0.636056 0.551368 0.866432 0.795739 0.884736 0.848382 0.486824 0.980133 0.960531 1.306946 1.061208 1.146635 1.082152 1.481544 1.283184 1.306946 1.124864 1.020134 1.040536 1.124864 1.75696 1.404928 2.032296 2.032296 2.032296 1.404928 1.168685 2.230974 2.478645 1.75696 2.37037 2.744 1.786242 1.587963 X^4 0.154222 0.182196 0.174873 0.357657 0.370151 0.299866 0.4096 0.530243 0.564168 0.849347 0.716393 0.6561 1.428928 0.547008 0.452122 0.825998 0.737385 0.849347 0.803135 0.382968 0.973599 0.947724 1.428928 1.082432 1.200145 1.11101 1.68896 1.394394 1.428928 1.169859 1.026935 1.05441 1.169859 2.120065 1.573519 2.574242 2.574242 2.574242 1.573519 1.231015 2.915139 3.354433 2.120065 3.160494 3.8416 2.167307 1.852623 X^2i 0.392711 0.426844 0.418178 0.598044 0.6084 0.5476 0.64 0.728178 0.751111 0.9216 0.8464 0.81 1.195378 0.7396 0.6724 0.908844 0.858711 0.9216 0.896178 0.618844 0.986711 0.973511 1.195378 1.0404 1.095511 1.054044 1.2996 1.180844 1.195378 1.0816 1.013378 1.026844 1.0816 1.456044 1.2544 1.604444 1.604444 1.604444 1.2544 1.109511 1.707378 1.831511 1.456044 1.777778 1.96 1.472178 1.361111 887.5751 445.6988 242.8768 887.5751 445.6988 242.8768 det обр коэф 4527.237 5108.709 5207.555 5458.406 5507.011 5673.077 5728.142 5812.477 5965.568 6149.168 6255.463 6329.594 6332.226 6337.099 6385.752 6391.242 6595.454 6738.951 6838.889 7091.043 7097.944 7253.375 7318.543 7379.69 7391.09 7408.133 7467.515 7515.751 7574.012 7608.591 E3 4854.62 5019.357 4978.182 5759.448 5800.505 5554.068 5923.64 6251.728 6333.688 6906.716 6661.281 6538.48 7723.225 6292.711 6046.719 6865.826 6702.203 6906.716 6824.929 5841.556 7111.075 7070.216 7723.225 7274.451 7437.729 7315.28 8008.419 7682.459 7723.225 7396.919 1.453333 1.573333 1.4 1.306667 1.493333 1.5 1.4 1.473333 1.513333 1.513333 1.44 1.586667 1.473333 1.453333 1.566667 1.613333 1.58 1.553333 1.72 1.78 1.54 1.673333 1.7 1.66 1.833333 1.8 1.72 1.646667 1.653333 1.78 1.84 1.846667 1.866667 2.033333 1.933333 2.033333 1.946667 2.013333 2.073333 2.146667 2.36 2.26 2.44 2.286667 2.533333 2.52 2.273333 2.193333 2.673333 2.566667 2.553333 9469.077 9539.758 9683.772 9694.652 9978.551 10012.91 10035.87 10137.97 10150.81 10150.81 10156.15 10166.75 10172.3 10327.17 10370.44 10484.95 10546.77 10639.61 10710.06 10894.36 10904.36 11133.19 11426.35 11483.3 11530.38 11636.61 11685.42 11755.89 11829.51 11888.4 12092.16 12168.77 12438.43 12787.44 13261.7 13298.56 13381.07 13643.99 13826.9 14134.15 14770.7 14869.74 15085.68 15170.25 15448.3 15974.4 16240.57 16377.2 16409.9 16562.52 17086.62 3.069698 3.894594 2.744 2.230974 3.3302 3.375 2.744 3.198181 3.465802 3.465802 2.985984 3.994451 3.198181 3.069698 3.845296 4.199256 3.944312 3.747952 5.088448 5.639752 3.652264 4.685408 4.913 4.574296 6.162037 5.832 5.088448 4.464955 4.519405 5.639752 6.229504 6.297462 6.504296 8.406704 7.22637 8.406704 7.376915 8.161069 8.912661 9.892222 13.14426 11.54318 14.52678 11.95662 16.25837 16.00301 11.74869 10.55149 19.10554 16.90863 16.64649 4.461295 6.127495 3.8416 2.915139 4.973098 5.0625 3.8416 4.711987 5.244914 5.244914 4.299817 6.337862 4.711987 4.461295 6.024298 6.774799 6.232013 5.821818 8.752131 10.03876 5.624487 7.840249 8.3521 7.593331 11.29707 10.4976 8.752131 7.352293 7.472083 10.03876 11.46229 11.62931 12.14135 17.09363 13.97098 17.09363 14.36039 16.43095 18.47892 21.2353 31.02044 26.08758 35.44535 27.34081 41.18787 40.32758 26.70868 23.14294 51.07548 43.39882 42.50403 2.112178 2.475378 1.96 1.707378 2.230044 2.25 1.96 2.170711 2.290178 2.290178 2.0736 2.517511 2.170711 2.112178 2.454444 2.602844 2.4964 2.412844 2.9584 3.1684 2.3716 2.800044 2.89 2.7556 3.361111 3.24 2.9584 2.711511 2.733511 3.1684 3.3856 3.410178 3.484444 4.134444 3.737778 4.134444 3.789511 4.053511 4.298711 4.608178 5.5696 5.1076 5.9536 5.228844 6.417778 6.3504 5.168044 4.810711 7.146711 6.587778 6.519511 7717.174 7803.208 7881.098 8250.378 8464.471 8506.901 8506.901 8506.901 8525.006 8539.606 8639.868 8804.893 8873.718 8960.734 8975.02 9260.916 9332.443 9469.077 9539.758 9683.772 9694.652 9978.551 10012.91 10035.87 10137.97 10150.81 10150.81 10156.15 10166.75 10172.3 10327.17 10370.44 10484.95 10546.77 10639.61 10710.06 10894.36 10904.36 11133.19 11426.35 11483.3 11530.38 11636.61 11685.42 11755.89 11829.51 11888.4 12092.16 12168.77 12438.43 12787.44 7192.776 7233.617 7396.919 8415.313 7886.23 8780.988 8780.988 8780.988 7886.23 7478.532 9024.494 9308.302 8415.313 9186.707 9591.807 8455.968 8171.251 9915.442 10642.17 9591.807 9024.494 10157.91 10198.3 9591.807 10036.7 10279.06 10279.06 9834.57 10722.8 10036.7 9915.442 10601.85 10883.97 10682.49 10521.19 11527.68 11889.07 10440.5 11246.25 11407.1 11165.79 12209.88 12009.42 11527.68 11085.3 11125.55 11889.07 12249.96 12290.02 12410.19 13409.41 2.5 17102.3 2.673333 17181.38 15.625 39.0625 6.25 13261.7 19.10554 51.07548 7.146711 13298.56 13381.07 13643.99 13826.9 14134.15 14770.7 14869.74 15085.68 15170.25 15448.3 15974.4 16240.57 16377.2 16409.9 16562.52 17086.62 17102.3 17181.38 12810.34 13409.41 12890.3 13289.71 13648.65 14086.67 15356.67 14762.15 15831.29 14920.82 16383.88 16305.01 14841.5 14365.03 17210.5 16580.94 16502.14 16186.67 17210.5 a+ a+ a+ 445.6988 b+ 242.8768 b+ 146.7 b+ 242.8767556 c= 146.7 c= 100 c= 445.698776 242.8768 2963201 242.8767556 146.7 1631093 146.7 100 997905.8 24417.14354 0.113313236 -0.36613 0.261902 -0.36613036 1.21916 -0.899262 0.261901727 -0.899262 0.693118 -69.5801289 6266.688124 954.8207479 4.20478E-08 -327.383534 89.35213516 229.3728064 -301.041611 -293.494117 119.0092803 -195.497954 -439.251236 -368.12029 -757.548781 -405.818381 -208.88579 -1390.99948 44.38823339 339.0326323 -474.584013 -106.748501 -167.765301 13.959809 1249.486381 -13.1311506 183.1593363 -404.682018 105.2388299 -46.6384034 92.85258568 -540.904028 -166.707397 -149.212891 211.6729399 7.93E-10 8.09E-11 min 8.0945E-11 2963201 1631093 997905.8 524.3985636 569.5914992 484.1793897 -164.93465 578.2406099 -274.087084 -274.087084 -274.087084 638.7755987 1061.073452 -384.625788 -503.409144 458.405532 -225.972926 -616.78742 804.948434 1161.192814 -446.365022 -1102.41533 91.96488449 670.1582768 -179.357209 -185.3923 444.0628229 101.2713245 -128.248567 -128.248567 321.5820798 -556.044014 135.5961371 411.7296969 -231.410965 -399.016475 -135.718511 118.4157428 -817.617927 -994.711494 463.8591002 -113.06583 19.24604074 317.5073446 -679.50413 -372.806572 157.7457199 670.5903244 703.9676784 -0.6667663 -157.792779 -121.254092 28.23548913 -621.973083 451.3603924 -110.853136 490.7673756 354.2782669 178.2488679 47.47968776 -585.972851 107.5932355 -745.611223 249.4300411 -935.577487 -330.608466 1399.067168 2012.17104 -800.595287 -18.4235232 584.4815988 915.6341316 -29.1176659 X|Y 4527.237 5792.651 7058.065556 8323.479893 9588.89423 10854.30857 12119.7229 0.626667 1 0 0 0 0 0 0 0.831333 0 6 2 0 0 0 0 1.036 0 0 10 6 0 0 0 1.240667 0 0 0 9 6 0 0 1.445333 0 0 0 0 8 3 0 1.65 0 0 0 0 1 13 2 1.854667 0 0 0 0 0 1 10 2.059333 0 0 0 0 0 0 0 2.264 0 0 0 0 0 0 0 2.468667 0 0 0 0 0 0 0 2.673333 0 0 0 0 0 0 0 Ny 1 6 12 15 15 17 12 X 0.626667 0.653333 0.646667 0.773333 0.78 0.74 0.8 0.853333 0.866667 0.96 0.92 0.9 1.093333 0.86 0.82 0.953333 0.926667 0.96 0.946667 0.786667 0.993333 0.986667 1.093333 1.02 1.046667 1.026667 1.14 1.086667 1.093333 1.04 1.006667 1.013333 1.04 1.206667 1.12 1.266667 1.266667 1.266667 Y 4527.237 5108.709 5207.555 5458.406 5507.011 5673.077 5728.142 5812.477 5965.568 6149.168 6255.463 6329.594 6332.226 6337.099 6385.752 6391.242 6595.454 6738.951 6838.889 7091.043 7097.944 7253.375 7318.543 7379.69 7391.09 7408.133 7467.515 7515.751 7574.012 7608.591 7717.174 7803.208 7881.098 8250.378 8464.471 8506.901 8506.901 8506.901 M*(X) 1.57018 M*(Y) 10639.18813 D*(X) 0.278051305 0.89021741 D*(Y) 10313962.39 4.36715517 Исправл.
![](https://s.studizba.com/z.php?f=/templates/si/i/noavatar.png&w=100&h=100&t=1"){kind=avatar}
