test.ga

遗传算法和神经网络的结合应用

 1.723314 
 9.994778E-02 
 2.483242E-05 
 2.02697E-05 
 15 
 0 
 1 
 8.245087 
 0.1 
-0.1146465 
 8.407109E-06 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.00015 
 5.782299E-03 
 0.1827504 
 0.4228598 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000055 
 0.0678924 
 0.1833658 
 0.4376271 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000003 
 3.242591E-02 
 0.472951 
 0.7944559 
 10 
 1 
 6 
-5 
 2 
 1.000088 
 5.145093E-02 
 0.4857303 
 0.4066207 
 11 
 5 
 16 
 0.7585983 
 2 
 5 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000055 
 5.390818E-02 
 7.218228E-03 
 0.8113706 
 3 
 0 
 1 
 1.000101 
 3.37062E-03 
 0.2829788 
 7.360175E-02 
 5 
 0 
 1 
 1.000083 
 7.346529E-02 
 0.3129202 
 0.7653633 
 6 
 0 
 1 
 1.723312 
 9.999605E-02 
 3.471354E-05 
 5.226326E-06 
 15 
 0 
 1 
 2.622769 
 0.1 
-0.2174087 
-9.050646E-08 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000133 
 5.77641E-03 
 0.1827902 
 0.4228552 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000073 
 6.794449E-02 
 0.1834107 
 0.4376436 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000053 
 3.243958E-02 
 0.4729981 
 0.7944818 
 10 
 1 
 6 
-5 
 2 
 1.000108 
 5.146346E-02 
 0.4857093 
 0.406593 
 11 
 5 
 15 
 0.7483948 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000049 
 5.391647E-02 
 7.217087E-03 
 0.8113707 
 3 
 0 
 1 
 1.000094 
 3.38159E-03 
 0.2829772 
 0.0735829 
 5 
 0 
 1 
 1.000075 
 7.349209E-02 
 0.3129515 
 0.7653962 
 6 
 0 
 1 
 1.723314 
 9.999824E-02 
 3.494722E-05 
 6.688572E-06 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000136 
 5.785047E-03 
 0.1827518 
 0.422848 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000076 
 6.794764E-02 
 0.183406 
 0.4376461 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000053 
 0.03244 
 0.4730009 
 0.7944815 
 10 
 1 
 6 
-5 
 2 
 1.00011 
 5.147893E-02 
 0.4856932 
 0.4065983 
 11 
 5 
 15 
 0.7471058 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000036 
 5.390163E-02 
 7.238782E-03 
 0.8113762 
 3 
 0 
 1 
 1.000079 
 3.363841E-03 
 0.2829883 
 7.356511E-02 
 5 
 0 
 1 
 1.000089 
 7.350259E-02 
 0.3129564 
 0.7654074 
 6 
 0 
 1 
 1.723334 
 0.1 
 9.325278E-06 
 1.003424E-05 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000138 
 5.758638E-03 
 0.1827597 
 0.4228523 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000076 
 6.794348E-02 
 0.1834121 
 0.4376383 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000048 
 3.242421E-02 
 0.472977 
 0.7944617 
 10 
 1 
 6 
-5 
 2 
 1.000113 
 5.144955E-02 
 0.4856961 
 0.4066029 
 11 
 5 
 15 
 0.7463346 
 2 
 4 
 4 
 12 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000072 
 5.391891E-02 
 7.215895E-03 
 0.8113786 
 3 
 0 
 1 
 1.000105 
 3.334395E-03 
 0.2830209 
 7.361234E-02 
 5 
 1 
 11 
-5 
 1 
 1.00007 
 7.346694E-02 
 0.3130023 
 0.7653767 
 6 
 0 
 1 
 1.723306 
 9.998711E-02 
 1.39683E-05 
 2.789039E-05 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.00014 
 5.759611E-03 
 0.1827386 
 0.4228112 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000078 
 6.791151E-02 
 0.1833391 
 0.437609 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.00005 
 3.242108E-02 
 0.4729489 
 0.7944272 
 10 
 1 
 6 
-5 
 2 
 1.000106 
 5.143965E-02 
 0.4857304 
 0.4065982 
 11 
 5 
 15 
 0.7291046 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 1 
 5 
-5 
 1 
 1.000071 
 5.391495E-02 
 7.212688E-03 
 0.8113781 
 3 
 0 
 1 
 1.000101 
 3.327754E-03 
 0.2830273 
 7.363351E-02 
 5 
 1 
 11 
-5 
 1 
 1.000089 
 7.347548E-02 
 0.3129852 
 0.76535 
 6 
 0 
 1 
 1.723297 
 9.998435E-02 
 3.506492E-06 
 3.114425E-05 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000152 
 5.741912E-03 
 0.1827136 
 0.422823 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000075 
 6.791406E-02 
 0.1833478 
 0.437606 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000049 
 3.242058E-02 
 0.4729654 
 0.7944166 
 10 
 1 
 6 
-5 
 2 
 1.000107 
 0.0514386 
 0.4857237 
 0.4065827 
 11 
 5 
 16 
 0.7215347 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 1 
 1 
-5 
 1 
 1.000036 
 5.392197E-02 
 7.231318E-03 
 0.8113791 
 3 
 1 
 10 
-5 
 1 
 1.000073 
 0.0734885 
 0.3129459 
 0.765339 
 6 
 1 
 10 
-5 
 1 
 1.723321 
 0.1 
 2.826861E-05 
 4.954697E-05 
 15 
 1 
 15 
-5 
 1 
 3.594347 
 9.998979E-02 
 7.620684E-04 
-2.032141E-06 
 16 
 3 
 1 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000147 
 5.757273E-03 
 0.1827704 
 0.4228279 
 8 
 1 
 10 
-5 
 2 
 1.000069 
 6.793415E-02 
 0.1833686 
 0.4376265 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000053 
 3.242455E-02 
 0.4729496 
 0.7944356 
 10 
 1 
 6 
-5 
 2 
 1.000113 
 5.146737E-02 
 0.4857352 
 0.4065871 
 11 
 5 
 14 
 0.7128967 
 2 
 3 
 4 
 12 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000053 
 5.390858E-02 
 7.184036E-03 
 0.8114117 
 3 
 0 
 1 
 1.0001 
 3.285425E-03 
 0.282952 
 7.355397E-02 
 5 
 0 
 1 
 1.000053 
 7.345913E-02 
 0.3130201 
 0.7652903 
 6 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000147 
 5.736155E-03 
 0.1827188 
 0.4228059 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000034 
 6.794994E-02 
 0.1834106 
 0.4375694 
 9 
 3 
 2 
-5 
 6 
-5 
 2 
-5 
 2 
 1.000037 
 3.241242E-02 
 0.4729703 
 0.7944595 
 10 
 1 
 6 
-5 
 2 
 1.000116 
 5.144814E-02 
 0.4856974 
 0.4065767 
 11 
 5 
 16 
 0.7102594 
 2 
 4 
 4 
 8 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 1 
 1 
-5 
 1 
 1.000073 
 5.390989E-02 
 7.231767E-03 
 0.8113982 
 3 
 0 
 1 
 1.000062 
 7.349367E-02 
 0.31293 
 0.7653529 
 6 
 0 
 1 
 1.7233 
 9.999119E-02 
 4.764947E-05 
 3.630702E-05 
 15 
 0 
 1 
 3.594351 
 0.099997 
 7.647217E-04 
-5.783909E-06 
 16 
 3 
 1 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000151 
 5.753211E-03 
 0.1827682 
 0.4228282 
 8 
 1 
 10 
-5 
 2 
 1.000061 
 6.794523E-02 
 0.1833681 
 0.437649 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000053 
 3.242984E-02 
 0.4729384 
 0.7944328 
 10 
 1 
 6 
-5 
 2 
 1.000104 
 5.146381E-02 
 0.4857345 
 0.4066071 
 11 
 5 
 16 
 0.7078609 
 2 
 5 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000048 
 5.390304E-02 
 7.24368E-03 
 0.8113773 
 3 
 0 
 1 
 1.0001 
 3.377443E-03 
 0.2829894 
 7.358503E-02 
 5 
 0 
 1 
 1.000065 
 7.350847E-02 
 0.3129416 
 0.7654084 
 6 
 0 
 1 
 1.723321 
 9.994716E-02 
 2.133955E-05 
 2.804501E-05 
 15 
 0 
 1 
 8.245084 
 0.0999978 
-0.1146457 
 1.620744E-06 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000139 
 5.768839E-03 
 0.1827525 
 0.42286 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.00006 
 6.790365E-02 
 0.1833858 
 0.4376312 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000002 
 3.242068E-02 
 0.4729574 
 0.7944552 
 10 
 1 
 6 
-5 
 2 
 1.000108 
 0.05145 
 0.485705 
 0.4065917 
 11 
 5 
 15 
 0.7024058 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000029 
 5.389849E-02 
 7.235573E-03 
 0.8113474 
 3 
 0 
 1 
 1.00008 
 3.355782E-03 
 0.2829849 
 7.357457E-02 
 5 
 0 
 1 
 1.00009 
 7.350518E-02 
 0.3129558 
 0.7654021 
 6 
 0 
 1 
 1.723331 
 9.999961E-02 
 1.471074E-05 
 5.202029E-06 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000139 
 5.764026E-03 
 0.1827527 
 0.4228408 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000073 
 6.793863E-02 
 0.1833943 
 0.4376357 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.00005 
 3.239798E-02 
 0.4729962 
 0.7944504 
 10 
 1 
 6 
-5 
 2 
 1.000111 
 5.145551E-02 
 0.4857022 
 0.4066039 
 11 
 5 
 15 
 0.7022077 
 2 
 4 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000069 
 5.390938E-02 
 7.21947E-03 
 0.8113547 
 3 
 0 
 1 
 1.000092 
 3.385934E-03 
 0.2829686 
 7.360287E-02 
 5 
 0 
 1 
 1.000067 
 7.349265E-02 
 0.312931 
 0.7653893 
 6 
 0 
 1 
 1.723314 
 9.999766E-02 
 3.422745E-05 
 7.097649E-06 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000141 
 5.78159E-03 
 0.1827512 
 0.4228425 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000075 
 6.794704E-02 
 0.1834246 
 0.4376211 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000034 
 3.243668E-02 
 0.4729975 
 0.7944905 
 10 
 1 
 6 
-5 
 2 
 1.000107 
 5.145629E-02 
 0.485709 
 0.406593 
 11 
 5 
 15 
 0.6675498 
 2 
 4 
 4 
 10 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.00004 
 5.391372E-02 
 7.234786E-03 
 0.811378 
 3 
 0 
 1 
 1.000087 
 3.374017E-03 
 0.2829921 
 7.358766E-02 
 5 
 0 
 1 
 1.000061 
 7.351249E-02 
 0.3129651 
 0.765408 
 6 
 0 
 1 
 1.723291 
 9.998514E-02 
 1.547023E-05 
 6.14927E-06 
 15 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000145 
 5.75931E-03 
 0.1827509 
 0.4228534 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000052 
 6.790657E-02 
 0.1833926 
 0.437628 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000003 
 3.240304E-02 
 0.4729573 
 0.7944534 
 10 
 1 
 6 
-5 
 2 
 1.000096 
 5.145052E-02 
 0.4857059 
 0.4065955 
 11 
 5 
 16 
 0.6511092 
 2 
 5 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000043 
 5.391241E-02 
 7.215478E-03 
 0.8113819 
 3 
 0 
 1 
 1.000092 
 3.333161E-03 
 0.2829967 
 7.357015E-02 
 5 
 0 
 1 
 1.000093 
 7.347646E-02 
 0.3129539 
 0.7653557 
 6 
 0 
 1 
 1.723308 
 9.999373E-02 
 4.762226E-05 
 2.398559E-05 
 15 
 0 
 1 
 7.509631 
 9.997849E-02 
 0.1758471 
-6.723151E-07 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000128 
 5.782928E-03 
 0.1827649 
 0.4228294 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.00007 
 6.790073E-02 
 0.1833867 
 0.4376194 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000022 
 3.239296E-02 
 0.4729543 
 0.7944749 
 10 
 1 
 6 
-5 
 2 
 1.000099 
 5.145162E-02 
 0.4857005 
 0.4065783 
 11 
 5 
 16 
 0.6439943 
 2 
 5 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.00005 
 5.390646E-02 
 7.213549E-03 
 0.8113756 
 3 
 0 
 1 
 1.00008 
 3.341106E-03 
 0.2830026 
 7.358219E-02 
 5 
 0 
 1 
 1.000063 
 7.348713E-02 
 0.3129486 
 0.765355 
 6 
 0 
 1 
 1.723306 
 9.997957E-02 
 2.756838E-05 
 2.042268E-05 
 15 
 0 
 1 
 7.509664 
 0.1 
 0.1758518 
 2.022826E-06 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000137 
 5.781268E-03 
 0.1827627 
 0.4228173 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.00007 
 6.788802E-02 
 0.1833784 
 0.4376292 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000019 
 3.239033E-02 
 0.4729592 
 0.7944795 
 10 
 1 
 6 
-5 
 2 
 1.000106 
 5.145274E-02 
 0.4856992 
 0.4065847 
 11 
 5 
 16 
 0.6009802 
 2 
 5 
 4 
 10 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000042 
 5.390188E-02 
 7.207102E-03 
 0.8113812 
 3 
 0 
 1 
 1.000109 
 3.361847E-03 
 0.2829922 
 7.357962E-02 
 5 
 0 
 1 
 1.000064 
 7.348955E-02 
 0.3129511 
 0.7653585 
 6 
 0 
 1 
 1.723315 
 9.999923E-02 
 4.022054E-05 
 2.453943E-05 
 15 
 0 
 1 
 4.80669 
 9.999996E-02 
 0.118903 
 1.249025E-07 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000133 
 5.785297E-03 
 0.1827924 
 0.4228262 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000076 
 0.0679122 
 0.1833805 
 0.4376584 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1 
 3.239153E-02 
 0.4729402 
 0.7944564 
 10 
 1 
 6 
-5 
 2 
 1.000102 
 5.145582E-02 
 0.4856998 
 0.4065784 
 11 
 5 
 16 
 0.5198861 
 2 
 5 
 4 
 11 
 0 
 0 
 0 
 0 
 0 
 0 
 1 
 0 
 0 
 0 
 0 
 0 
 0 
 2 
 2 
 5 
-5 
 1 
-5 
 1 
 1.000035 
 5.390101E-02 
 7.231448E-03 
 0.8113758 
 3 
 0 
 1 
 1.000031 
 3.361636E-03 
 0.2829928 
 7.356655E-02 
 5 
 0 
 1 
 1.000091 
 0.0735047 
 0.3129788 
 0.7654029 
 6 
 0 
 1 
 1.723348 
 9.999093E-02 
 8.997903E-06 
-9.648574E-06 
 15 
 0 
 1 
 7.199414 
 0.1 
 1.750502E-02 
-9.343842E-08 
 16 
 4 
 1 
-5 
 5 
-5 
 2 
-5 
 1 
-5 
 2 
 1.000141 
 5.794785E-03 
 0.1827406 
 0.4228458 
 8 
 2 
 5 
-5 
 10 
-5 
 2 
 1.000075 
 0.067951 
 0.1833955 
 0.4376374 
 9 
 2 
 2 
-5 
 6 
-5 
 2 
 1.000031 
 3.246258E-02 
 0.4729842 
 0.7944758 
 10 
 1 
 6 
-5 
 2 
 1.000118 
 5.145203E-02 
 0.4856989 
 0.4066045 
 11