实验开始时间（年月日-小时）：2025-11-22 14
以下为每一代的最优个体基因参数：
第 1 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 2 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 3 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 4 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 5 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 6 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 7 代最优基因：[51.0, 0.4550083673391433, 1.2286610916299323, 1.0, 0.06796086337575724, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 24.0, 4.322914089653634, 0.4230074859901629]   最优适应度: -31.0000
第 8 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 9 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000
第 10 代最优基因：[51.0, 0.4550083673391433, 0.4230074859901629, 1.0, 24.0, 0.9607789032744504, 3.0, 0.4271578472186195, 0.5342606663518962, 0.06796086337575724, 4.322914089653634, 1.2286610916299323]   最优适应度: -31.0000