Критерий Колмогорова
В нем сравниваются
и
.
Находится
,
затем вычисляется величина
,
где
- число интервалов. Вычисляемая величина
подчиняется
-
распределению Колмогорова. Задаемся
доверительной вероятностью
.
По таблицам распределения Колмогорова
находим квантиль распределения
.
И если
,
то гипотеза
о согласии отвергается.
В частности
Критерий Колмогорова применяется в том случае, когда вид распределения известен, когда же вид распределения неизвестен, предпочтительнее применить критерий Пирсона. В случае, если вид известен, то говорят, что критерий Колмогорова обладает большей мощностью.
Применим выше указанные критерии.
а)
- Пирсона
|
Границы |
|
|
|
|
|
|
|
0-10 |
11 |
0,11 |
0,02 |
0,09 |
2 |
|
|
10-20 |
22 |
0,33 |
0,03 |
0,03 |
1 |
|
|
20-30 |
28 |
0,61 |
0,17 |
0,44 |
14 |
|
|
30-40 |
19 |
0,8 |
0,5 |
0,3 |
33 |
|
|
40-50 |
10 |
0,9 |
0,75 |
0,15 |
25 |
|
|
50-70 |
10 |
1 |
0,87 |
0,13 |
12 |
|
|
|
|
|
|
|
|
|
,
,
значит
.
Так как у нас
указано, что
,
значит
.
Таким образом мы видим, что
.
Следовательно, достоверность гипотезы
о виде распределения должна быть
отвергнута. Но, нам известно, что критерий
согласия Пирсона применяется в том
случае, когда вид распределения неизвестен
и его необходимо определить. К тому же,
на этот критерий можно полагаться только
при больших значениях
,
а в нашем случае
недостаточно велико.
Применим критерий Колмогорова.
б) критерий Колмогорова:
.
При
.
Делаем вывод, что
,
следовательно, гипотеза об адекватности
теоретически найденных параметров
функции распределения подтверждается.
Индивидуальное задание №3.
Вариант 1 (логарифмически нормальный закон распределения)
13.653 0.848 20.387 0.030 0.050 0.053 0.133 2.528 0.122 2.224
2.446 0.061 0.133 3.681 0.158 12.457 0.290 0.108 9.033 0.068
0.385 1.534 2.429 0.284 1.649 0.258 1.554 0.032 0.647 0.294
0.265 0.528 0.800 0.073 2.018 0.565 7.378 1.435 1.993 0.232
4.222 0.116 0.087 0.953 0.987 0.049 9.016 1.369 0.835 1.183
51.630 1.343 0.286 1.634 0.156 0.006 0.418 0.071 36.828 10.159
0.148 1.442 0.038 2.033 0.865 0.413 0.047 11.757 2.423 2.819
0.074 2.042 0.294 0.616 0.098 0.236 3.338 0.835 0.446 0.487
0.014 0.415 0.287 0.182 0.667 1.676 2.455 0.058 9.012 0.160
0.127 0.323 3.969 0.824 0.477 0.029 0.048 0.977 3.216 0.315
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 45
56.728 21.426 30.204 12.745 37.486 4.216 2.814 2.975 5.189 30.779
11.118 4.510 15.125 4.874 94.263 1.008 3.356 2.096 1.275 2.008
3.005 4.153 6.047 17.909 7.187 16.239 0.777 15.198 7.082 5.114
2.392 3.724 7.055 22.938 46.536 3.198 28.550 19.364 8.353 3.568
1.749 91.982 0.924 14.688 8.391 10.526 29.693 37.077 11.868 7.246
1.185 2.834 1.507 2.056 0.998 16.047 2.147 10.147 0.949 1.575
20.227 0.391 5.188 39.578 17.771 27.688 44.686 3.798 22.348 38.794
45.591 9.220 7.716 1.300 7.756 4.822 1.614 14.439 2.188 32.655
26.354 16.320 2.014 1.556 58.772 46.495 11.964 9.345 3.504 3.141
6.965 3.301 8.363 7.316 7.724 11.151 0.238 46.174 1.270 26.162
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 14
4.925 11.256 1.826 10.683 5.904 7.094 3.537 15.880 9.336 7.784
8.415 3.845 4.700 8.396 5.690 8.510 5.710 6.319 8.463 4.334
11.199 5.527 4.489 4.742 6.447 5.559 5.915 3.276 3.330 4.277
2.200 2.221 12.169 3.470 3.936 5.067 10.893 15.845 4.447 10.066
5.501 3.198 2.422 7.741 13.542 9.021 5.269 14.734 2.003 3.893
11.567 6.594 3.150 2.665 12.214 8.998 10.356 6.552 3.835 9.261
4.308 11.921 6.528 5.709 14.287 6.856 12.331 2.239 3.155 9.236
3.670 10.954 3.826 3.870 4.704 7.561 4.360 2.461 1.567 17.763
9.236 3.248 5.500 6.892 1.416 3.868 8.609 4.822 6.036 7.923
10.914 2.090 6.340 4.845 6.674 7.534 3.374 10.534 5.305 10.062
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 43
0.027 0.049 0.055 0.150 0.042 0.121 0.055 3.660 0.052 0.173
0.008 5.461 0.422 0.023 0.082 1.433 0.502 0.153 0.023 0.042
0.067 0.067 0.459 0.244 0.043 0.762 0.615 0.025 0.060 0.085
0.090 0.006 0.291 0.027 5.703 0.111 0.213 0.004 0.126 0.181
0.333 0.044 0.319 0.153 0.027 2.033 0.015 0.318 0.000 0.005
0.248 0.047 0.152 0.777 0.223 0.040 0.696 0.009 0.351 0.231
0.414 0.002 6.296 0.001 0.215 0.663 0.320 0.012 0.625 0.045
0.363 0.561 0.072 0.008 0.186 0.806 1.626 82.703 8.378 0.284
0.054 3.708 1.122 0.043 0.008 0.169 0.013 0.372 0.089 1.441
0.011 0.274 0.078 0.064 0.453 0.175 0.836 0.444 0.163 0.036
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 46
0.052 1.458 1.592 0.121 0.051 0.012 0.049 0.266 1.167 0.031
0.478 0.648 12.626 1.526 0.139 0.004 6.943 0.045 0.064 0.023
1.148 0.262 0.090 0.013 0.674 0.028 0.271 0.121 0.004 0.498
0.115 0.003 0.613 0.429 0.131 2.491 0.002 0.098 1.784 0.037
0.158 0.486 0.037 0.012 0.657 0.026 4.818 0.134 0.484 0.173
0.148 0.035 0.047 0.570 45.422 0.183 0.039 2.534 3.128 0.498
0.200 0.494 0.235 0.084 0.513 0.036 0.308 0.228 0.001 0.076
0.002 0.052 1.190 2.801 15.564 0.198 0.141 0.043 0.367 0.127
0.017 0.311 3.896 0.007 0.356 0.202 0.276 0.365 38.880 0.069
0.131 0.012 0.957 0.040 0.842 0.260 0.217 0.103 0.011 3.396
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 20
0.012 0.681 0.397 0.134 0.549 0.009 1.479 0.147 0.011 0.120
0.333 0.042 1.590 0.039 0.074 11.003 0.033 0.033 0.092 1.166
0.186 0.184 0.130 0.066 0.588 0.594 0.105 0.004 0.562 0.797
0.083 0.126 0.185 0.020 0.038 0.340 0.005 3.117 0.039 0.082
0.105 0.043 0.240 1.234 0.071 0.234 0.416 0.191 0.241 0.128
0.639 0.042 0.203 0.019 0.026 0.366 0.031 0.172 0.257 0.388
0.592 0.385 0.062 0.144 0.376 0.498 4.000 0.103 0.188 0.077
0.322 0.156 0.145 0.088 0.031 0.041 0.505 0.557 0.061 0.137
0.993 0.261 0.315 0.097 0.108 0.025 0.938 0.112 0.617 0.434
0.065 0.462 0.166 0.414 0.471 0.030 0.469 0.198 0.348 0.119
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 19
13.514 18.718 0.997 21.684 11.539 10.972 2.252 1.097 2.913 7.409
5.084 19.987 16.811 4.753 11.000 12.947 3.135 14.582 1.014 12.355
6.918 3.919 5.828 1.000 2.097 1.457 4.104 1.174 1.860 2.023
4.396 2.741 12.471 6.373 1.373 4.072 86.784 2.734 3.223 3.776
6.021 24.783 13.048 0.961 5.981 19.007 19.940 12.768 2.234 0.817
3.161 2.424 2.903 7.696 5.778 2.983 0.942 14.958 13.346 6.572
30.224 6.399 12.227 12.682 8.508 11.793 15.811 2.710 13.118 20.033
2.084 6.087 6.580 0.872 1.077 0.921 4.319 22.524 8.876 6.371
5.434 4.540 0.897 1.968 3.065 3.676 0.764 14.615 0.344 29.484
11.173 10.512 18.804 36.464 2.464 3.840 3.373 1.984 1.628 2.899
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 40
7.347 8.550 7.195 5.293 7.013 6.547 7.430 7.921 6.852 7.250
6.138 7.913 6.571 7.983 5.617 6.340 6.335 6.960 7.339 6.034
7.613 7.498 6.849 7.015 6.456 7.712 8.202 6.596 6.845 5.982
8.362 5.959 7.717 7.881 6.684 7.579 7.057 7.794 6.713 7.576
6.687 6.938 6.598 6.425 7.158 6.811 8.175 7.334 6.754 7.019
6.230 6.007 5.865 6.362 7.440 7.154 7.420 6.985 7.750 7.259
7.506 7.936 7.167 6.601 6.487 6.841 5.575 7.712 6.846 6.427
6.011 6.986 7.033 6.981 6.513 8.545 6.455 7.047 6.960 8.906
6.338 6.156 7.411 7.517 6.469 8.491 6.861 6.178 7.489 7.503
7.777 6.972 6.783 7.902 6.199 6.742 7.127 6.439 6.170 7.838
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 6 (гамма-распределение)
13.289 20.608 15.439 10.111 12.638 15.524 21.495 5.704 22.997 5.948
21.565 7.523 11.141 16.031 13.321 24.184 20.008 13.703 12.297 22.103
15.339 15.442 12.960 8.114 19.533 11.271 17.246 22.772 7.430 9.874
11.104 18.807 21.817 24.318 16.717 30.399 7.926 10.816 16.553 11.983
13.668 8.452 13.346 14.684 13.396 17.121 17.881 17.877 16.345 9.309
10.900 11.710 24.299 14.374 15.762 18.764 16.624 21.947 10.145 10.655
20.455 12.442 18.018 11.462 11.792 23.836 20.890 21.634 9.549 9.476
15.619 18.485 11.115 18.657 10.315 16.954 9.282 12.773 7.556 13.555
20.397 17.766 12.453 7.047 8.075 8.569 12.493 13.500 13.795 19.987
15.963 13.245 17.475 8.848 13.283 13.380 12.473 13.162 13.592 19.917
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 25
6.975 12.257 6.786 5.110 6.069 6.756 7.539 14.462 5.614 4.024
5.901 6.224 8.638 9.327 8.155 6.846 12.909 8.196 12.199 2.278
3.955 9.622 8.326 15.453 5.154 6.599 2.281 8.334 5.556 10.265
4.199 9.579 8.503 14.148 8.483 9.604 5.477 5.084 3.681 8.271
12.520 4.049 6.520 4.151 3.487 11.049 10.020 5.658 9.310 7.220
5.277 8.449 11.296 6.034 2.647 5.228 5.124 7.861 7.673 9.729
4.669 10.538 7.608 4.459 5.057 15.018 7.822 6.787 9.865 5.424
13.441 14.799 5.153 9.735 3.888 9.785 5.919 5.659 8.179 6.380
6.569 2.006 7.144 14.235 3.357 9.609 6.223 4.475 5.191 3.408
3.126 3.895 14.848 6.923 3.347 7.883 17.142 5.112 7.784 6.384
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 28
1.734 5.082 9.618 1.302 2.909 3.763 8.862 3.441 0.620 4.398
2.342 1.983 2.079 6.289 9.870 5.326 1.850 3.508 4.196 1.963
4.931 1.184 10.527 0.864 1.189 12.215 1.354 8.665 1.456 1.326
1.348 3.266 0.941 4.185 5.387 7.199 3.847 1.191 1.260 4.581
1.828 2.787 6.686 2.479 1.116 2.596 0.846 4.613 3.439 4.714
2.471 4.135 4.010 5.855 4.227 2.221 1.639 10.847 2.590 2.239
6.751 4.284 2.839 6.300 1.540 6.093 3.636 6.116 4.179 1.872
4.668 5.569 1.629 8.699 8.930 2.364 5.924 2.534 12.337 5.237
2.533 2.810 3.463 4.810 3.779 6.920 7.564 6.085 3.826 0.446
3.718 2.407 6.213 4.386 3.006 3.408 1.767 3.212 4.769 5.478
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 35
2.749 5.760 0.201 4.132 7.136 10.911 7.061 1.774 0.552 0.133
5.198 0.717 4.402 1.284 2.396 6.220 4.268 12.107 2.573 1.064
2.328 3.619 3.691 1.628 5.679 6.068 1.416 4.978 0.866 5.220
1.201 10.438 2.432 6.040 1.646 4.884 6.182 8.376 0.364 10.186
1.456 4.958 3.441 1.586 5.057 0.646 4.331 1.830 0.653 4.730
2.845 4.607 6.861 1.445 0.603 6.191 9.454 5.087 2.180 1.201
6.811 3.019 4.299 2.411 10.224 4.760 4.561 3.260 6.750 2.267
0.193 4.741 1.459 0.141 8.072 5.005 1.502 3.211 4.685 2.122
4.815 6.273 3.021 3.144 1.222 5.041 5.839 4.082 6.653 3.198
5.105 5.876 7.251 5.616 12.299 0.156 3.015 2.532 5.961 4.242
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 38
11.737 4.490 11.069 10.499 6.783 7.132 5.139 20.823 4.951 9.521
11.552 7.929 15.197 9.627 9.592 14.155 11.915 11.799 5.799 7.067
3.175 5.220 6.239 8.785 7.870 12.979 9.214 6.099 13.437 10.444
11.828 19.323 17.665 12.385 6.075 5.933 7.052 9.651 4.834 7.074
10.569 5.875 13.209 20.125 9.677 7.285 4.571 8.255 2.670 9.093
16.465 8.182 7.600 8.968 6.867 3.512 10.015 10.744 8.001 12.128
10.773 15.771 2.173 13.388 8.831 17.042 7.243 9.533 6.186 6.262
14.902 10.008 5.261 2.676 8.610 8.870 6.686 11.591 7.569 14.767
8.623 10.794 6.598 5.999 6.209 10.849 7.520 6.974 10.002 9.969
8.587 8.035 9.389 8.628 9.347 7.003 10.662 8.313 6.757 10.339
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 4
23.677 19.085 8.555 18.710 12.397 10.755 27.085 14.057 14.037 12.410
17.405 10.190 9.009 20.681 22.207 18.180 16.178 20.292 12.902 24.115
16.794 11.666 6.314 7.368 25.440 10.602 10.057 14.744 18.312 13.933
15.011 12.609 22.126 32.428 17.288 11.569 20.484 18.512 16.018 23.296
24.527 16.323 24.547 11.984 19.183 18.688 12.851 20.091 15.352 9.269
14.747 20.646 20.190 14.066 26.351 15.820 25.158 15.746 11.421 28.080
18.031 17.473 19.185 17.351 17.819 19.425 23.155 13.235 8.455 13.698
8.225 27.338 22.667 14.538 25.412 24.328 18.675 16.756 28.742 14.655
13.102 14.637 10.882 27.170 16.475 14.751 8.656 7.376 24.803 18.088
25.652 19.015 6.026 12.614 17.498 11.059 18.007 26.889 18.255 14.651
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 8
6.945 9.481 15.826 27.937 10.332 23.128 19.828 11.355 22.637 8.023
18.859 16.404 29.016 25.304 9.307 19.023 8.112 4.876 4.837 16.106
26.945 28.104 6.583 19.418 16.816 7.685 7.855 6.138 27.574 8.339
3.601 12.074 17.843 9.287 21.569 14.522 8.410 10.987 9.931 17.990
7.626 13.982 11.171 6.655 5.956 18.629 20.995 6.482 11.631 5.591
16.239 12.462 5.918 10.001 50.366 18.767 5.688 27.555 7.967 15.524
14.561 5.954 6.404 7.337 21.970 17.687 8.573 11.586 2.868 11.232
13.467 9.685 5.266 10.914 8.413 9.626 27.377 15.111 13.332 42.638
24.561 23.553 16.875 3.437 4.702 11.693 7.799 6.163 23.907 30.234
3.055 7.853 12.802 9.735 14.245 9.450 1.979 19.803 15.540 16.921
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 23
5.739 23.873 7.747 4.005 8.866 12.901 12.456 4.783 7.483 13.573
8.358 4.670 12.998 2.083 11.491 22.113 19.021 10.873 8.951 6.866
13.978 21.116 6.268 4.470 15.632 8.316 20.395 7.842 8.785 10.029
23.074 13.018 6.558 21.480 16.834 13.513 4.888 6.762 9.839 6.568
8.242 12.635 17.021 3.660 7.733 10.230 11.469 5.022 13.645 6.033
24.913 10.549 11.782 11.394 13.165 11.641 6.513 12.754 17.060 4.989
17.827 5.911 8.729 16.185 10.395 8.575 8.888 10.120 9.368 5.331
6.471 11.452 6.337 18.720 21.114 7.915 7.580 12.299 4.975 8.035
5.138 6.974 16.036 24.531 5.010 20.493 14.566 16.779 7.005 16.197
11.943 11.450 7.236 5.192 9.383 11.212 6.199 15.034 11.999 1.068
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 26 (распределение Вейбулла)
0.009 2.138 3.600 5.366 8.411 0.032 0.019 0.138 0.001 0.031
0.522 0.006 1.498 0.037 14.796 0.000 0.349 0.449 0.203 1.730
1.460 0.789 9.290 6.118 0.262 9.672 3.875 0.004 1.255 1.576
0.000 0.002 1.376 0.008 0.000 2.122 10.306 2.823 3.191 0.000
0.000 0.327 0.029 0.001 0.127 5.499 7.837 0.020 5.031 0.002
1.106 0.198 0.036 2.583 0.016 0.135 0.264 0.008 1.051 0.268
0.002 0.230 0.000 12.165 0.057 1.259 0.274 0.600 0.041 0.040
0.427 0.422 0.000 0.052 0.026 0.143 4.253 1.598 0.430 0.652
23.051 11.897 1.218 2.423 0.001 0.071 1.161 0.392 6.029 0.117
0.004 1.398 30.567 0.116 0.145 0.351 0.028 0.028 2.337 0.631
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 32
0.808 6.120 0.074 9.863 4.485 6.626 1.689 2.886 0.252 1.294
1.021 0.281 0.274 1.545 13.108 0.528 8.973 0.757 0.003 8.656
0.407 0.004 0.491 0.454 0.006 1.361 3.414 1.504 2.611 7.799
0.333 1.086 0.151 1.173 0.937 1.259 1.278 13.863 1.022 1.352
1.449 0.269 3.611 2.337 30.887 0.414 0.017 10.390 0.716 2.244
22.004 1.897 34.573 0.000 0.533 0.210 5.456 2.017 0.126 2.355
3.713 3.887 0.052 3.620 47.846 11.437 1.470 6.129 4.347 0.601
7.459 2.195 1.976 1.048 0.984 3.555 1.278 1.660 3.427 3.271
0.016 0.272 13.177 0.438 0.610 1.002 2.143 0.651 4.159 21.672
3.977 3.938 1.068 4.074 17.219 0.058 2.094 0.010 9.612 72.045
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 12
0.915 0.110 0.974 0.199 1.808 1.260 2.734 4.072 6.271 0.573
0.426 1.285 2.301 4.326 1.223 1.325 0.380 1.300 2.289 3.812
0.012 7.756 1.717 3.985 0.853 3.185 0.030 3.144 0.292 1.096
0.623 0.869 1.063 0.707 0.010 18.397 0.563 5.111 1.385 0.528
0.680 6.106 0.594 1.755 3.589 0.044 3.610 0.970 0.838 0.569
1.281 3.422 0.012 0.790 2.316 5.631 2.321 1.932 3.687 4.630
0.492 2.301 0.196 0.028 0.566 0.486 1.442 0.626 0.126 0.200
1.649 0.497 0.088 0.342 0.286 0.865 5.847 1.084 3.056 1.085
0.713 4.345 1.560 0.145 0.293 1.784 6.901 2.751 1.025 5.114
0.610 0.622 1.868 0.209 8.275 1.491 2.534 0.480 1.840 0.938
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 48
0.413 8.067 0.242 1.954 2.439 0.433 1.579 5.488 0.672 0.291
2.181 1.538 1.585 6.849 0.727 7.906 8.821 9.316 1.571 0.121
9.175 4.007 0.306 11.029 0.587 0.406 7.742 9.441 1.579 0.415
0.554 14.002 1.713 0.206 0.354 0.405 0.226 1.121 1.270 6.305
0.102 7.487 0.158 2.634 1.173 5.031 0.658 0.553 3.121 8.421
0.620 0.005 1.485 3.334 1.064 2.737 1.429 2.769 2.139 0.281
1.679 2.855 1.814 15.447 2.343 2.111 7.823 0.019 1.291 4.131
0.817 5.046 15.090 8.440 0.410 2.491 1.461 0.150 0.010 1.841
0.037 3.515 1.015 27.049 0.503 6.880 1.247 1.131 4.945 14.567
2.286 0.535 4.947 2.475 5.026 0.000 8.443 18.706 4.890 0.240
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 22
0.071 1.579 11.973 1.480 0.575 0.863 9.650 0.070 14.236 0.454
9.750 0.408 3.671 38.057 0.003 0.355 7.542 31.199 1.694 5.034
0.229 1.914 5.291 1.330 0.078 1.426 1.718 9.849 46.859 0.816
7.953 8.167 0.288 2.631 20.515 1.511 0.565 6.101 3.766 2.406
5.121 2.023 2.212 0.969 15.497 1.902 0.448 3.637 16.561 0.196
5.754 0.258 0.421 2.858 0.018 0.448 3.191 4.755 12.839 5.569
3.240 0.425 4.338 6.943 2.912 2.066 0.252 0.646 0.235 0.028
18.589 4.022 0.958 0.102 5.116 1.256 0.068 0.544 0.235 7.321
1.289 0.477 0.945 1.407 0.536 1.619 0.215 3.378 14.870 1.744
3.061 6.450 2.955 0.073 2.260 0.060 4.801 2.130 0.769 5.926
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 5
3.163 2.429 20.221 0.271 0.672 4.928 2.122 3.162 7.714 3.477
0.915 3.258 15.699 0.400 1.358 4.102 2.739 19.588 7.075 0.429
4.848 0.329 0.420 1.452 4.825 3.214 0.120 10.794 0.655 5.721
36.989 3.131 6.362 2.127 4.723 2.024 3.635 1.095 15.341 10.121
1.457 28.437 2.940 14.089 30.880 0.302 6.477 1.454 0.492 13.184
0.881 5.875 3.429 5.913 7.949 3.273 2.600 5.596 0.635 0.154
0.497 7.388 5.510 18.694 0.105 34.280 2.403 0.293 11.934 8.458
18.850 6.827 2.672 15.421 2.547 5.347 7.965 0.062 1.927 18.350
19.376 1.247 4.201 2.596 4.326 6.661 6.863 8.253 2.085 5.285
0.210 2.593 5.040 9.483 5.816 6.645 2.858 1.405 14.064 5.167
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 36
0.065 0.004 0.006 0.900 0.509 0.001 0.027 0.636 0.003 0.007
0.005 2.022 22.054 3.579 0.344 6.793 0.348 3.077 0.036 0.019
0.004 0.696 0.960 11.700 0.286 0.243 0.201 0.011 0.872 0.072
0.268 0.204 0.000 0.001 5.290 1.345 0.886 0.795 0.097 0.280
42.289 0.529 0.249 0.001 5.388 35.684 0.946 0.481 0.506 0.001
2.037 8.538 0.012 8.003 1.030 11.220 0.001 0.002 0.051 0.050
0.794 0.513 2.617 0.003 28.716 0.066 0.029 0.015 38.477 0.325
0.100 0.207 2.465 0.252 2.020 1.533 0.170 0.087 1.353 0.035
0.007 0.001 0.810 0.123 25.981 0.003 20.387 0.417 0.000 0.926
0.029 0.033 0.039 0.017 5.058 0.364 0.017 0.073 0.003 1.466
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 42
0.048 0.514 5.723 0.056 0.007 5.646 0.191 2.742 0.013 14.907
0.454 0.543 0.540 3.705 0.729 15.823 0.565 11.037 0.011 0.769
0.000 0.463 0.011 0.177 0.229 0.320 0.430 2.097 0.459 19.115
0.022 4.169 0.184 4.731 0.537 0.100 0.001 2.907 6.645 7.007
0.001 0.002 0.805 22.909 0.001 7.241 0.383 3.504 1.669 8.246
0.021 0.111 0.045 0.147 0.262 0.273 0.000 0.474 0.230 1.363
0.007 0.001 0.021 0.124 3.887 0.422 0.126 0.833 0.303 0.969
0.007 0.419 0.811 7.659 1.482 3.424 0.010 0.009 0.018 0.477
0.272 0.006 0.722 0.066 2.318 0.019 0.121 2.014 1.103 0.563
0.571 0.000 0.160 12.027 0.762 1.310 2.215 0.016 0.591 0.099
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 31 (распределение Эрланга)
13.100 11.200 4.529 11.440 7.933 17.828 7.529 9.377 14.330 4.646
11.448 5.790 4.313 13.750 8.663 8.756 15.151 11.919 11.924 15.497
9.992 13.240 6.342 10.203 9.619 14.965 7.692 10.158 12.819 16.895
7.884 12.923 11.468 12.121 9.055 9.628 5.616 7.907 12.926 9.696
9.405 9.595 12.472 6.816 6.862 16.496 11.568 7.567 8.894 4.733
10.418 5.871 17.606 8.173 8.207 6.488 10.205 11.591 10.272 10.632
10.262 5.415 10.257 3.951 10.137 12.374 8.377 7.399 6.430 6.493
6.952 10.455 8.804 11.815 11.835 11.417 7.142 14.574 9.675 15.003
10.160 11.314 12.715 9.667 7.575 10.994 11.237 9.682 10.516 7.911
12.939 12.222 6.900 7.877 2.996 10.049 11.027 12.037 13.107 6.031
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------
Вариант 3
14.360 2.651 7.476 7.184 13.408 16.980 20.936 11.337 7.521 18.732
9.049 14.889 9.951 41.155 20.973 10.894 9.526 24.432 20.492 5.953
24.735 28.995 38.871 17.767 16.381 18.861 21.430 25.941 14.112 10.187
12.973 13.434 18.465 14.964 40.946 18.597 25.293 16.140 11.545 10.538
11.932 28.952 14.718 4.819 24.910 11.427 25.901 14.103 21.646 29.193
28.986 28.871 5.635 18.750 12.798 26.259 24.176 21.013 43.977 6.621
23.503 7.833 12.313 28.977 8.763 11.859 12.769 30.730 43.114 8.293
8.344 18.905 29.331 25.974 36.241 36.638 15.551 15.094 19.609 15.358
22.107 10.355 21.057 17.366 8.403 77.456 31.461 39.472 17.400 15.853
19.150 26.371 21.776 11.411 16.935 17.201 7.189 23.463 11.192 21.312
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 10
12.077 12.912 9.099 11.351 8.149 2.765 10.574 10.088 13.990 7.402
12.534 16.386 10.150 4.996 9.826 13.394 5.266 12.373 9.536 8.461
12.303 16.938 8.321 17.814 12.314 4.229 12.556 7.016 16.024 5.851
19.591 15.210 13.560 10.335 7.650 17.402 8.942 12.042 8.715 4.872
10.198 5.855 7.190 12.103 13.412 7.911 16.101 10.245 14.413 10.884
16.307 8.865 12.644 16.754 11.040 15.274 8.141 11.119 5.751 7.260
15.606 7.389 10.373 16.739 8.588 9.833 13.556 6.726 9.152 15.715
11.419 19.195 3.060 8.731 9.559 11.008 13.728 18.503 18.608 13.577
11.504 23.328 9.037 7.050 5.888 14.758 17.677 7.712 12.400 26.938
9.725 13.608 4.255 15.057 13.377 6.540 12.030 17.287 12.159 11.987
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 27
5.050 5.069 0.645 9.840 0.363 2.376 2.841 1.928 0.915 0.845
2.004 2.382 3.936 8.355 4.799 2.770 1.571 5.388 5.528 1.836
4.090 4.271 0.362 0.884 2.530 10.174 5.797 1.591 4.490 2.390
7.406 3.460 4.019 4.541 3.699 3.623 4.463 4.182 4.994 1.491
7.231 2.577 3.864 2.020 2.191 3.891 4.500 0.665 1.290 4.879
4.636 7.938 1.206 7.100 6.598 2.701 3.099 2.088 6.700 4.220
2.308 4.137 1.696 2.997 1.155 1.466 2.735 2.967 3.107 11.061
1.473 0.970 1.726 0.243 7.150 5.346 0.967 4.465 7.014 0.963
1.243 1.729 3.932 3.089 1.078 3.406 3.272 1.750 3.528 1.993
2.354 0.818 5.089 3.980 2.956 1.508 1.886 4.602 1.611 2.533
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 9
10.078 23.237 40.947 53.106 12.784 38.813 22.470 20.908 30.666 28.943
61.544 10.299 38.276 59.992 30.382 36.203 38.481 48.087 21.597 68.813
66.605 71.674 49.671 25.795 51.145 89.359 12.514 42.356 47.554 37.917
16.214 26.590 46.733 47.123 50.891 7.777 49.946 53.594 45.923 32.487
57.790 33.788 29.478 36.433 37.444 18.557 35.776 13.464 57.514 11.596
29.999 63.968 32.540 44.918 35.485 60.558 33.386 24.162 29.913 28.062
17.453 25.024 45.453 25.374 32.914 34.900 54.584 46.980 20.189 44.666
34.393 33.365 30.038 29.808 31.522 20.682 17.444 17.383 28.622 49.392
37.664 24.902 32.430 28.530 68.614 58.740 21.608 37.396 31.490 61.206
69.629 27.707 79.845 25.514 10.160 39.366 57.762 29.095 10.799 40.962
––––––––––––––––––––––––––––––––––––––––––––––––––––----------------------------Вариант 17
1.937 8.135 8.153 3.942 10.470 6.313 6.177 4.134 6.188 2.467
11.767 2.751 6.112 1.391 3.879 8.375 19.507 6.429 2.400 9.362
16.288 6.117 10.345 4.594 11.824 24.427 10.070 3.239 5.347 2.262
9.819 5.212 2.248 22.042 19.213 8.227 8.301 4.281 13.107 2.299
3.317 13.402 13.372 5.300 11.462 6.538 6.602 7.168 18.434 3.125
4.214 6.946 3.902 7.386 5.139 5.879 2.988 4.048 9.464 8.082
9.479 11.881 14.430 2.426 7.929 0.979 4.667 9.367 3.630 3.472
1.270 9.223 17.467 4.197 6.996 17.673 4.441 7.115 13.617 6.243
8.566 2.946 10.375 2.130 2.995 12.485 13.718 15.987 15.813 14.232
3.534 5.709 13.697 4.571 4.798 10.083 9.585 7.628 5.875 5.734
Индивидуальное задание №3
Вариант №___
Индивидуальное задание №4
--------------------------------------------------------------------------------Вариант 1
2.645 1.168 2.976 0.436 0.508 0.518 0.678 1.611 0.660 1.551
1.595 0.539 0.678 1.799 0.713 2.575 0.852 0.637 2.342 0.556
0.926 1.391 1.592 0.847 1.421 0.823 1.396 0.444 1.079 0.856
0.830 1.016 1.148 0.568 1.507 1.037 2.207 1.364 1.502 0.798
1.873 0.651 0.597 1.209 1.221 0.504 2.341 1.345 1.163 1.288
3.911 1.337 0.849 1.417 0.710 0.266 0.949 0.564 3.541 2.425
0.699 1.365 0.470 1.511 1.175 0.945 0.500 2.531 1.591 1.663
0.570 1.513 0.856 1.063 0.619 0.802 1.748 1.163 0.967 0.992
0.351 0.946 0.849 0.743 1.088 1.427 1.597 0.531 2.341 0.715
0.668 0.879 1.839 1.158 0.986 0.433 0.500 1.218 1.729 0.873
--------------------------------------------------------------------------------Вариант 94
2.640 1.816 2.072 1.487 2.251 0.972 0.832 0.850 1.052 2.087
1.411 0.997 1.588 1.027 3.210 0.560 0.890 0.743 0.613 0.730
0.853 0.966 1.116 1.695 1.193 1.632 0.507 1.591 1.186 1.047
0.781 0.926 1.184 1.864 2.447 0.874 2.028 1.746 1.264 0.911
0.693 3.180 0.542 1.570 1.266 1.381 2.058 2.242 1.447 1.197
0.596 0.834 0.654 0.737 0.558 1.625 0.749 1.362 0.548 0.665
1.776 0.389 1.052 2.299 1.690 2.004 2.409 0.933 1.845 2.281
2.428 1.313 1.226 0.618 1.228 1.023 0.672 1.560 0.755 2.135
1.966 1.635 0.731 0.662 2.677 2.446 1.451 1.320 0.905 0.868
1.179 0.884 1.264 1.201 1.226 1.412 0.321 2.439 0.613 1.961
--------------------------------------------------------------------------------Вариант 28
1.061 2.424 0.393 2.301 1.272 1.528 0.762 3.420 2.011 1.677
1.813 0.828 1.012 1.808 1.226 1.833 1.230 1.361 1.823 0.933
2.412 1.190 0.967 1.021 1.389 1.197 1.274 0.706 0.717 0.921
0.474 0.478 2.621 0.747 0.848 1.091 2.346 3.413 0.958 2.168
1.185 0.689 0.522 1.667 2.917 1.943 1.135 3.174 0.431 0.839
2.491 1.420 0.678 0.574 2.631 1.938 2.231 1.411 0.826 1.995
0.928 2.568 1.406 1.230 3.077 1.477 2.656 0.482 0.680 1.989
0.791 2.359 0.824 0.834 1.013 1.629 0.939 0.530 0.337 3.826
1.989 0.700 1.185 1.485 0.305 0.833 1.854 1.039 1.300 1.707
2.351 0.450 1.365 1.044 1.437 1.623 0.727 2.269 1.143 2.167
--------------------------------------------------------------------------------Вариант 89
1.114 1.312 1.355 1.790 1.255 1.687 1.355 4.349 1.333 1.863
0.801 4.861 2.387 1.060 1.512 3.352 2.505 1.800 1.069 1.257
1.434 1.430 2.443 2.051 1.269 2.812 2.651 1.091 1.388 1.531
1.553 0.740 2.153 1.115 4.920 1.646 1.975 0.639 1.708 1.887
2.234 1.274 2.208 1.799 1.115 3.694 0.940 2.205 0.343 0.700
2.060 1.297 1.797 2.828 1.999 1.238 2.742 0.821 2.267 2.018
2.374 0.540 5.057 0.463 1.980 2.706 2.210 0.889 2.662 1.284
2.288 2.583 1.460 0.798 1.900 2.857 3.472 10.341 5.474 2.138
1.352 4.365 3.132 1.265 0.786 1.852 0.909 2.304 1.551 3.357
0.861 2.117 1.491 1.416 2.434 1.869 2.886 2.420 1.834 1.206
--------------------------------------------------------------------------------Вариант 95
0.654 1.873 1.925 0.854 0.651 0.416 0.640 1.094 1.746 0.554
1.317 1.450 3.703 1.900 0.891 0.286 3.065 0.624 0.699 0.504
1.737 1.089 0.776 0.425 1.468 0.538 1.100 0.852 0.290 1.334
0.840 0.269 1.425 1.272 0.874 2.218 0.221 0.798 1.996 0.587
0.928 1.324 0.587 0.417 1.456 0.525 2.731 0.881 1.322 0.954
0.909 0.577 0.632 1.392 5.547 0.973 0.597 2.230 2.383 1.334
1.000 1.330 1.053 0.759 1.347 0.580 1.146 1.042 0.213 0.736
0.232 0.654 1.756 2.301 3.955 0.997 0.895 0.617 1.212 0.866
0.455 1.149 2.554 0.344 1.199 1.003 1.107 1.209 5.281 0.715
0.874 0.413 1.640 0.600 1.575 1.087 1.026 0.812 0.401 2.446
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------Вариант 40
0.381 2.413 1.881 1.137 2.184 0.321 3.451 1.190 0.358 1.082
1.735 0.670 3.568 0.646 0.866 8.713 0.593 0.595 0.956 3.092
1.325 1.318 1.122 0.822 2.254 2.265 1.018 0.224 2.209 2.595
0.913 1.107 1.323 0.476 0.637 1.750 0.253 4.868 0.648 0.907
1.017 0.675 1.490 3.174 0.849 1.475 1.922 1.340 1.495 1.116
2.342 0.667 1.381 0.464 0.536 1.811 0.576 1.280 1.538 1.861
2.262 1.853 0.801 1.178 1.834 2.089 5.461 1.011 1.332 0.884
1.708 1.223 1.181 0.938 0.577 0.656 2.102 2.199 0.793 1.149
2.871 1.548 1.691 0.979 1.030 0.529 2.797 1.051 2.304 1.960
0.815 2.018 1.257 1.918 2.034 0.572 2.031 1.365 1.770 1.078
--------------------------------------------------------------------------------Вариант 39
2.408 2.876 0.581 3.117 2.209 2.149 0.906 0.612 1.043 1.735
1.413 2.981 2.713 1.362 2.152 2.352 1.085 2.510 0.586 2.293
1.671 1.226 1.522 0.582 0.872 0.715 1.257 0.635 0.816 0.855
1.305 1.009 2.305 1.598 0.692 1.252 6.641 1.007 1.102 1.201
1.549 3.352 2.362 0.569 1.544 2.900 2.977 2.335 0.902 0.521
1.090 0.943 1.041 1.771 1.515 1.056 0.563 2.545 2.392 1.625
3.735 1.602 2.280 2.326 1.871 2.236 2.623 1.002 2.369 2.985
0.869 1.559 1.626 0.540 0.606 0.556 1.292 3.182 1.915 1.598
1.465 1.328 0.548 0.842 1.072 1.184 0.503 2.513 0.325 3.685
2.171 2.100 2.883 4.138 0.952 1.212 1.130 0.846 0.759 1.040
--------------------------------------------------------------------------------Вариант 85
2.138 5.314 1.886 0.299 1.618 1.071 2.288 3.359 1.408 1.976
0.727 3.339 1.095 3.519 0.427 0.883 0.879 1.546 2.124 0.656
2.648 2.417 1.403 1.621 0.984 2.861 4.141 1.120 1.398 0.623
4.648 0.609 2.873 3.257 1.213 2.578 1.680 3.049 1.245 2.571
1.216 1.516 1.122 0.957 1.829 1.357 4.060 2.116 1.290 1.626
0.795 0.639 0.554 0.902 2.306 1.824 2.269 1.579 2.947 1.990
2.432 3.397 1.843 1.125 1.014 1.394 0.408 2.861 1.401 0.958
0.642 1.580 1.646 1.574 1.038 5.293 0.984 1.665 1.545 6.784
0.881 0.741 2.253 2.454 0.996 5.096 1.419 0.756 2.400 2.427
3.008 1.562 1.324 3.312 0.771 1.278 1.783 0.969 0.750 3.153
--------------------------------------------------------------------------------Вариант 12
0.679 0.978 2.178 0.468 0.812 1.401 0.352 0.359 1.272 2.156
0.535 1.446 0.758 0.982 1.552 0.259 0.598 0.458 0.694 0.264
0.232 0.686 0.987 1.422 0.562 1.373 0.779 1.368 2.007 0.981
2.648 0.737 3.654 1.683 1.787 0.582 2.059 1.281 1.408 0.869
0.915 1.424 0.523 0.458 0.502 1.201 0.822 0.741 1.569 0.613
1.176 1.619 0.839 0.557 0.314 1.037 0.320 1.426 0.485 0.407
0.903 1.274 0.334 1.172 0.262 0.617 0.842 0.451 1.700 0.462
1.834 0.927 1.540 1.647 0.458 0.885 0.813 3.352 1.272 0.787
1.540 0.356 1.379 0.541 0.839 0.733 1.297 0.963 0.728 2.621
1.318 1.062 0.844 0.941 0.600 4.035 1.610 0.812 0.665 1.818
--------------------------------------------------------------------------------Вариант 54
1.462 0.892 0.998 0.466 0.411 1.241 1.496 3.369 1.024 1.953
1.556 2.455 0.715 1.230 2.534 0.438 1.201 1.115 1.377 0.731
1.503 0.474 0.804 0.918 1.245 3.632 0.885 0.777 1.026 1.120
2.077 2.601 2.554 1.408 0.553 1.451 4.240 0.989 0.895 1.752
1.474 3.125 0.946 4.931 0.939 2.788 0.750 0.209 0.585 0.904
0.394 4.037 1.854 0.411 0.909 0.931 0.407 0.889 1.001 0.900
2.571 1.975 1.231 0.466 1.324 2.445 0.748 4.296 0.415 0.677
3.039 6.020 1.695 0.983 0.551 2.003 1.481 1.375 0.703 0.808
2.482 3.457 2.828 0.960 2.585 1.312 3.644 1.146 3.120 0.743
0.679 1.282 0.840 0.800 0.356 1.012 0.650 1.286 0.965 0.821
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------Вариант 100
0.899 1.583 1.163 1.763 2.186 9.941 0.263 1.272 0.672 4.826
5.520 2.159 1.922 2.003 1.003 1.317 1.020 1.723 0.947 1.421
3.166 0.966 0.981 0.937 1.404 2.303 0.891 1.465 1.200 1.704
1.260 0.520 0.973 1.695 3.221 0.522 2.147 5.160 1.655 1.295
1.917 1.028 2.365 2.365 1.714 1.916 1.072 1.549 0.562 3.875
3.118 1.407 0.586 2.100 1.680 0.969 1.754 3.152 2.454 3.116
0.838 0.752 1.171 1.743 0.577 0.792 0.477 0.826 3.698 3.277
1.369 0.228 2.219 1.802 1.582 0.571 1.398 3.650 1.540 0.611
0.188 1.233 0.427 3.427 1.715 0.899 1.192 2.643 1.977 0.700
2.023 0.672 0.591 1.748 4.613 0.901 1.870 1.132 0.617 1.479
--------------------------------------------------------------------------------Вариант 82
2.735 1.418 1.167 4.744 2.768 2.459 2.751 4.271 2.335 4.210
2.424 1.603 3.194 1.456 2.434 0.873 0.632 1.847 0.299 1.221
0.790 0.455 6.060 0.286 1.078 1.189 1.127 1.172 1.438 1.830
2.085 0.416 0.628 2.024 1.340 1.176 1.805 0.768 1.951 2.705
1.348 6.016 2.099 3.055 0.879 1.802 0.535 0.878 1.268 3.733
3.273 2.279 1.129 3.445 3.751 1.046 1.516 0.701 2.825 1.319
0.581 1.159 1.186 1.842 2.447 5.701 0.553 4.779 3.596 1.465
0.798 1.423 2.067 0.176 2.005 1.183 2.699 3.304 2.414 1.732
0.525 7.153 1.815 0.714 0.988 0.570 0.767 1.075 2.285 1.101
1.103 0.834 4.278 2.117 0.969 1.335 1.600 3.632 0.442 2.222
--------------------------------------------------------------------------------Вариант 63
0.785 0.584 2.110 0.403 1.075 1.590 0.201 1.263 0.840 5.793
0.594 0.949 0.208 0.938 0.728 4.581 0.272 9.350 3.987 0.809
1.864 0.626 0.259 0.753 0.445 0.518 0.848 0.375 0.361 1.526
19.958 3.153 0.433 5.877 2.367 1.347 0.495 1.531 1.309 0.449
1.391 3.547 4.647 0.154 0.452 1.509 0.591 0.408 0.579 0.837
1.470 1.605 0.547 0.606 1.936 1.401 1.415 1.086 3.989 0.935
1.504 0.389 3.773 1.891 0.591 1.718 1.429 0.531 0.564 1.353
0.688 0.441 0.635 3.137 1.198 1.977 0.898 0.611 0.958 0.823
2.066 1.086 1.463 0.464 0.121 0.991 2.636 1.799 0.378 2.724
0.281 0.842 8.682 1.130 1.440 1.297 2.040 2.712 0.214 2.063
--------------------------------------------------------------------------------Вариант 46
1.142 1.140 0.710 7.494 4.509 2.843 0.483 0.871 0.710 0.594
1.934 0.968 1.411 3.797 1.260 1.836 2.398 3.049 2.330 1.440
2.039 1.695 1.020 2.056 1.076 1.982 3.739 0.873 1.133 0.405
1.178 1.088 0.992 2.952 1.030 2.171 1.159 0.962 0.854 0.255
0.252 0.709 0.361 0.865 2.210 1.635 1.973 1.414 0.670 1.220
2.785 0.614 1.693 1.665 1.425 1.585 2.763 1.172 0.262 4.073
0.263 1.984 0.365 0.868 1.237 2.802 0.702 2.317 0.530 1.150
2.165 0.119 2.654 3.189 0.801 0.295 1.568 0.700 1.377 0.269
4.698 0.347 1.664 0.253 3.976 1.016 3.039 2.542 0.557 2.279
0.519 1.901 0.217 0.343 1.317 0.494 0.506 0.741 1.260 3.112
--------------------------------------------------------------------------------Вариант 93
1.636 2.440 1.769 1.185 0.546 2.151 0.680 1.435 2.103 1.026
5.253 2.276 0.503 0.833 0.694 0.888 4.223 0.742 0.769 0.982
1.540 2.872 2.296 0.891 10.552 2.391 1.275 3.540 1.915 2.136
1.441 1.118 3.043 0.424 2.358 0.345 1.671 1.293 1.561 0.783
1.466 0.433 0.618 3.035 0.458 1.388 0.282 1.924 1.990 1.271
1.009 2.602 0.558 0.671 3.113 2.462 0.671 3.085 4.780 0.402
2.228 1.164 2.758 1.547 1.722 5.084 3.559 7.205 2.510 1.367
0.440 2.861 0.989 1.211 1.582 0.624 0.437 2.885 0.895 10.876
0.582 1.387 0.186 3.059 2.230 0.685 1.575 1.396 0.927 2.681
1.972 3.183 2.483 1.970 2.304 1.883 1.233 0.796 1.030 2.043
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------Вариант 14
2.916 2.667 4.397 0.833 0.967 1.844 0.502 1.386 4.751 0.461
2.594 1.366 2.897 1.167 2.501 0.924 0.343 0.371 0.570 2.401
2.801 0.882 0.594 6.552 0.718 3.067 1.703 3.364 2.656 0.664
1.520 2.544 3.046 1.501 1.332 9.766 5.293 3.216 1.013 2.895
6.362 5.791 4.954 1.971 0.275 8.388 3.985 0.605 5.555 0.226
0.836 0.393 2.630 3.432 0.498 1.372 0.545 1.606 1.415 0.778
0.522 0.499 2.713 5.209 1.526 1.317 1.257 0.888 3.394 0.454
3.823 0.726 1.476 1.845 2.623 0.586 2.208 1.304 3.512 4.199
1.137 0.842 3.678 3.899 2.060 0.852 0.754 2.215 1.136 0.413
3.462 1.072 2.521 1.731 2.579 5.426 1.686 5.553 3.427 2.579
--------------------------------------------------------------------------------Вариант 49
2.576 0.708 1.220 0.171 2.340 0.923 5.667 0.406 2.041 1.552
0.583 0.940 3.585 1.488 1.139 1.136 0.680 5.305 0.774 1.047
1.173 1.042 0.973 0.246 0.688 0.347 3.266 0.770 0.852 1.943
0.964 2.734 0.866 0.543 2.843 1.033 0.330 0.557 0.626 2.949
1.154 1.076 1.025 0.394 1.244 1.595 1.900 1.624 1.169 1.794
0.638 1.251 3.176 1.879 0.730 0.824 1.346 1.416 0.399 1.498
0.323 1.156 6.607 0.587 2.223 1.521 0.303 0.949 3.197 2.414
1.831 4.589 0.153 0.362 0.704 2.281 3.520 2.563 2.062 11.688
0.216 0.237 1.753 1.397 3.389 2.606 0.789 1.475 0.786 0.300
1.386 0.453 1.272 0.667 0.265 1.585 0.317 2.642 1.299 0.336
--------------------------------------------------------------------------------Вариант 67
1.290 0.838 1.078 1.334 2.251 1.296 4.815 1.944 2.037 1.774
0.622 1.103 2.150 0.928 1.196 1.183 0.146 1.414 0.563 1.632
0.789 1.948 2.827 2.094 0.806 3.453 2.008 0.397 0.874 1.754
4.504 0.650 2.064 0.409 2.057 5.072 0.666 3.824 2.189 7.416
1.412 1.930 1.704 0.643 0.507 1.341 0.941 0.946 0.386 2.610
1.383 4.297 3.585 1.177 0.445 0.317 6.009 0.693 0.233 0.788
0.287 0.472 0.753 0.769 1.101 0.961 0.996 0.262 0.599 1.508
1.049 2.647 2.287 5.325 1.718 1.829 3.992 1.297 0.722 1.092
6.795 2.620 1.817 2.453 1.819 2.379 0.942 1.066 0.635 0.594
0.312 8.189 0.699 2.129 1.565 0.572 2.135 2.063 1.336 0.283
--------------------------------------------------------------------------------Вариант 10
1.268 1.361 1.468 3.339 0.456 5.684 8.266 3.346 2.012 1.729
2.110 2.969 0.370 5.770 2.150 2.657 0.845 0.782 0.467 1.496
4.838 2.898 1.573 1.374 6.501 3.099 0.942 4.589 4.071 2.150
2.456 1.484 0.696 0.433 1.018 2.236 1.563 0.626 3.339 0.388
0.763 0.227 4.110 1.327 2.571 2.269 0.353 12.392 1.027 0.282
2.596 1.607 2.505 0.531 2.789 1.218 0.270 4.268 1.279 1.460
1.602 1.095 1.166 0.804 0.648 1.603 1.321 1.190 0.401 2.700
17.647 3.134 0.266 1.991 4.140 3.399 2.800 0.580 1.989 2.290
1.530 1.076 2.061 0.793 1.047 1.402 12.140 0.484 0.672 3.968
6.164 0.625 1.065 0.328 21.526 2.211 1.315 1.551 4.137 6.155
--------------------------------------------------------------------------------Вариант 21
2.015 1.913 4.116 2.430 17.208 1.527 2.025 5.059 1.861 0.563
1.853 14.251 5.603 4.613 0.152 1.225 5.320 0.175 1.170 1.334
7.661 1.688 0.675 2.670 5.276 0.190 0.797 5.088 0.272 4.729
3.074 3.513 0.831 0.650 0.750 1.869 0.765 0.088 1.009 0.764
1.419 0.709 0.837 0.853 0.480 1.042 0.620 2.766 2.227 0.613
0.646 4.219 2.535 1.252 2.052 1.394 0.451 1.737 4.939 2.435
0.876 0.814 0.794 0.301 3.671 7.438 1.099 1.600 5.079 2.531
0.701 5.210 5.168 6.082 0.281 0.215 0.707 1.013 7.574 3.064
4.878 7.285 2.199 2.354 1.670 7.677 2.704 0.350 1.335 4.447
7.069 0.777 1.596 2.228 2.846 6.619 0.460 4.829 1.256 1.402
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------Вариант 42
29.758 0.198 2.306 5.225 0.072 0.063 0.039 15.154 34.051 3.238
97.415 0.403 17.256 3.671 6.973 0.001 0.036 0.177 0.002 23.389
10.350 4.114 1.110 0.034 5.392 0.833 3.377 5.417 0.131 0.565
27.876 7.397 1.022 11.473 1.950 2.327 1.302 1.125 0.170 0.583
6.421 1.845 12.871 11.155 0.209 0.035 0.010 0.279 17.159 0.665
7.242 0.728 3.749 1.681 0.161 1.318 22.276 0.471 1.099 0.945
0.000 1.226 3.228 13.540 9.020 1.492 0.005 58.483 0.934 3.325
0.361 4.166 41.426 1.004 13.832 2.042 5.313 12.441 54.162 33.067
17.803 13.547 0.559 0.038 40.654 0.121 3.475 2.722 52.158 0.464
3.089 20.093 0.910 77.866 0.903 9.630 0.161 0.005 3.740 5.854
--------------------------------------------------------------------------------Вариант 25
0.430 2.414 2.207 7.586 0.943 10.085 0.783 1.682 2.191 10.063
0.839 1.410 1.549 2.225 0.575 1.548 4.049 1.499 1.340 1.786
1.824 3.138 4.033 13.800 5.050 3.573 8.289 3.011 5.619 3.216
1.325 1.958 1.114 1.543 6.760 0.784 0.673 1.023 0.289 4.192
2.273 9.910 2.709 4.876 1.628 6.018 0.251 4.848 0.095 2.509
4.494 1.860 0.240 2.728 4.104 2.174 4.986 2.000 0.495 0.670
1.788 4.490 3.035 3.079 3.601 2.074 4.817 3.824 3.542 3.656
3.465 0.451 5.433 0.041 1.816 0.420 0.700 8.199 2.177 6.121
19.488 1.817 0.218 0.979 3.667 0.072 1.096 0.619 4.332 2.462
0.501 1.696 3.005 2.316 0.863 1.100 2.028 1.682 0.817 3.577
--------------------------------------------------------------------------------Вариант 17
0.673 3.276 2.281 1.697 1.164 1.465 0.780 1.385 4.347 3.438
1.588 1.176 0.872 0.619 1.754 0.571 1.355 2.985 1.968 1.920
0.580 4.112 0.324 1.671 0.809 1.171 0.698 1.364 1.537 2.564
2.685 0.754 1.520 0.720 1.110 3.063 1.930 1.354 3.168 0.678
1.917 2.515 2.502 1.427 2.697 2.533 1.237 1.948 1.826 2.118
0.913 0.966 1.630 2.064 1.252 1.628 1.396 1.944 0.400 2.480
2.181 2.121 4.247 1.415 1.879 0.776 1.342 0.045 1.677 1.169
2.312 2.172 0.677 0.950 2.432 0.378 2.635 0.957 0.662 1.397
0.511 0.500 0.331 2.583 1.384 2.127 3.070 1.098 1.395 0.540
4.019 1.029 2.674 3.557 1.532 4.120 1.219 1.321 0.241 0.745
--------------------------------------------------------------------------------Вариант 34
1.262 0.977 1.632 0.926 3.180 1.872 1.381 1.570 1.843 1.715
1.550 1.528 1.010 1.493 0.720 1.945 1.361 1.538 0.066 2.538
1.016 2.179 1.313 1.013 0.483 0.783 0.946 1.742 0.882 1.898
2.284 1.687 0.305 2.647 2.444 0.486 1.896 0.425 1.802 1.071
1.985 0.359 2.218 1.593 1.189 0.314 1.402 1.473 2.053 1.621
1.915 2.872 0.620 2.552 0.711 1.296 1.259 0.488 2.665 1.025
0.057 2.232 0.985 1.470 1.536 2.128 1.700 0.843 0.209 0.728
0.550 2.360 2.130 1.897 2.014 2.042 1.237 0.796 0.260 0.799
1.201 2.369 0.896 0.830 2.344 1.233 2.234 0.849 0.286 1.463
0.582 0.661 2.416 0.758 3.165 1.480 2.323 0.470 1.293 2.376
--------------------------------------------------------------------------------Вариант 97
3.860 3.739 6.526 17.782 3.661 8.907 3.885 0.598 1.850 8.415
0.340 0.830 0.030 0.812 12.684 0.437 8.049 1.836 0.418 0.768
1.006 13.817 30.626 0.065 0.244 0.415 2.923 4.482 2.568 0.041
3.081 1.596 0.242 46.297 0.560 5.664 0.001 0.060 9.051 0.008
0.012 0.104 2.399 28.922 12.270 0.703 1.307 2.762 1.329 8.296
0.061 15.123 11.044 0.016 1.740 7.519 0.027 9.969 20.564 0.072
0.190 3.235 2.552 2.834 3.477 0.024 3.572 5.216 0.517 3.934
6.094 0.351 0.608 0.576 0.144 0.855 4.157 4.058 0.107 0.696
0.029 6.028 11.553 1.256 0.387 0.350 3.741 16.392 0.749 0.051
12.279 0.632 2.042 1.478 0.624 15.366 9.773 2.863 1.502 21.684
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------Вариант 87
0.568 0.041 3.035 2.173 2.156 0.780 0.742 4.120 0.226 1.171
1.667 0.637 0.099 0.913 2.819 1.775 9.833 0.261 0.825 1.107
2.362 0.219 2.586 0.304 0.787 0.008 2.818 2.576 2.746 0.881
0.124 0.106 1.130 0.166 0.627 6.464 1.676 1.674 1.072 2.005
2.368 1.292 2.554 6.228 3.614 0.945 0.373 0.204 0.830 1.840
0.173 0.458 0.834 1.348 4.305 0.786 0.417 0.090 0.518 1.586
0.655 1.545 1.330 0.807 1.890 1.066 0.577 1.470 1.211 2.216
1.779 0.195 6.644 2.945 2.060 10.195 0.007 0.537 1.678 0.525
1.173 7.284 2.805 0.341 2.209 0.575 1.188 0.949 0.683 1.370
1.449 1.359 1.036 0.161 0.995 1.428 0.028 1.657 0.511 1.605
--------------------------------------------------------------------------------Вариант 65
1.493 3.097 0.215 1.052 0.908 1.563 0.931 1.622 0.214 1.857
0.219 0.427 1.999 0.589 0.983 1.154 1.556 0.972 0.963 0.707
0.199 1.098 3.011 0.171 1.322 1.143 0.043 1.045 0.120 1.421
1.763 0.397 1.436 1.378 0.733 0.560 1.865 0.958 0.853 2.141
1.379 3.329 1.856 2.972 2.183 3.880 1.742 1.228 0.767 1.824
0.749 3.886 1.177 0.490 0.630 0.953 1.283 0.480 0.900 1.981
0.309 1.742 0.675 3.151 0.371 0.151 1.118 1.087 3.115 0.208
0.379 1.951 1.194 0.556 0.293 0.737 1.884 1.363 0.985 1.515
0.180 1.751 2.542 1.276 1.105 0.573 0.118 1.177 0.588 1.156
2.149 1.310 0.661 2.147 0.318 2.750 1.944 1.835 0.377 2.216
--------------------------------------------------------------------------------Вариант 7
0.446 0.265 1.108 0.487 0.606 0.110 0.997 0.744 1.199 1.046
1.535 1.897 1.595 1.849 1.134 2.103 1.299 2.038 1.703 1.062
0.798 1.628 0.564 2.394 0.452 1.452 1.435 1.232 1.214 1.118
0.604 0.524 1.188 1.203 1.042 0.977 0.704 1.984 0.861 2.786
0.720 0.957 1.503 0.505 0.996 1.474 1.293 0.738 1.743 1.448
0.775 0.110 2.910 0.287 1.431 1.186 1.318 0.687 2.954 1.356
0.905 2.001 1.346 1.208 1.699 0.815 1.436 0.663 0.954 1.109
1.770 1.153 2.787 0.983 1.252 0.835 1.075 1.848 2.105 1.067
1.391 0.779 1.113 0.577 1.344 1.566 0.511 1.014 1.020 0.945
1.144 0.933 0.717 0.837 1.464 1.342 1.379 2.507 1.617 0.242
--------------------------------------------------------------------------------Вариант 13
14.014 0.816 1.181 23.843 0.218 0.370 0.124 6.162 0.979 3.771
0.000 0.580 2.043 1.248 0.037 0.018 0.697 0.111 0.000 0.786
1.036 0.047 0.532 0.671 3.113 0.034 4.213 0.355 0.242 5.569
0.015 0.781 1.675 3.105 2.138 0.377 0.490 0.038 5.466 1.563
6.132 6.346 2.706 5.321 13.675 0.041 3.186 3.271 0.012 0.839
0.964 1.655 1.446 2.087 1.579 0.613 11.543 16.845 10.702 1.148
0.173 1.010 0.374 5.012 0.464 3.265 0.615 0.183 3.815 0.000
0.339 0.010 3.639 0.025 0.007 16.828 0.232 0.400 1.553 3.481
4.040 0.275 0.457 1.762 0.042 0.001 0.011 4.711 0.853 0.997
0.444 0.287 6.428 0.026 1.594 0.008 0.553 0.891 0.687 2.047
--------------------------------------------------------------------------------Вариант 52
0.186 0.424 1.266 0.180 2.000 2.776 0.552 0.160 0.096 0.118
3.296 0.345 2.302 3.508 0.360 0.482 0.129 0.142 0.504 0.033
1.000 0.188 0.277 0.295 0.485 0.429 1.146 0.381 2.290 0.453
0.823 0.428 1.766 0.426 3.220 1.147 0.750 1.077 5.445 1.898
0.790 0.288 1.471 0.576 3.784 0.661 0.077 2.836 3.058 0.417
3.471 2.079 3.033 0.786 0.062 0.984 0.779 0.961 0.807 1.751
0.406 0.786 0.951 0.800 0.162 0.461 1.600 1.621 3.229 4.607
0.337 2.332 0.674 1.895 0.286 0.879 0.649 0.155 1.259 0.383
0.863 0.653 1.788 0.129 2.612 0.339 0.347 0.311 0.655 0.434
0.686 0.238 0.315 0.870 1.128 5.802 0.974 0.897 5.408 3.093
--------------------------------------------------------------------------------
Индивидуальное задание №4
Вариант №___
ПОЖИДАЕВ Виталий Федорович