房产汽车网站模板,泰康人寿保险官方网站,python个人网站开发,zencart网站时间问题一、CEC2022测试函数 CEC2022测试集共有12个单目标测试函数#xff0c;每个测试函数可选择的维度分别为10维、20维。该测试集合也是目前高质量论文应用最广泛的测试集#xff0c;CEC2022测试集函数复杂#xff0c;非常具有挑战力。 CEC2022测试函数与理论最优值 二、多种智…一、CEC2022测试函数 CEC2022测试集共有12个单目标测试函数每个测试函数可选择的维度分别为10维、20维。该测试集合也是目前高质量论文应用最广泛的测试集CEC2022测试集函数复杂非常具有挑战力。 CEC2022测试函数与理论最优值 二、多种智能优化算法求解CEC2022
2.1 本文参与求解CEC2022的智能优化算法 本文选取一些经典的智能优化算法参与测试CEC2022测试函数具体有沙丘猫优化算法(SCSO)、蜣螂优化算法(DBO)、算术优化算法(AOA)、黏菌算法(SMA)、人工大猩猩部队优化算法(GTO、蛇优化算法(SO)、非洲秃鹫优化算法(AVOA)以及灰狼算法(GWO)、鲸鱼算法(WOA)、引力搜索算法(GSA)。种群规模设为50、最大迭代次数为500。 2.2 部分测试函数运行结果与收敛曲线
F2:
The best optimal values of the objective funciton found by GSA is : 474.5299 The best optimal values of the objective funciton found by GWO is : 411.197 The best optimal values of the objective funciton found by WOA is : 416.4015 The best optimal values of the objective funciton found by AVOA is : 400.0163 The best optimal values of the objective funciton found by GTO is : 404.0752 The best optimal values of the objective funciton found by DBO is : 408.9161 The best optimal values of the objective funciton found by SO is : 407.3562 The best optimal values of the objective funciton found by SMA is : 407.083 The best optimal values of the objective funciton found by AOA is : 1154.5349 The best optimal values of the objective funciton found by SCSO is : 423.5253 F5:
The best optimal values of the objective funciton found by GSA is : 1006.2953 The best optimal values of the objective funciton found by GWO is : 900.1918 The best optimal values of the objective funciton found by WOA is : 3903.9517 The best optimal values of the objective funciton found by AVOA is : 953.213 The best optimal values of the objective funciton found by GTO is : 918.2926 The best optimal values of the objective funciton found by DBO is : 967.949 The best optimal values of the objective funciton found by SO is : 903.3099 The best optimal values of the objective funciton found by SMA is : 900.6152 The best optimal values of the objective funciton found by AOA is : 1378.7241 The best optimal values of the objective funciton found by SCSO is : 1437.0716 F8: The best optimal values of the objective funciton found by GSA is : 2253.7266 The best optimal values of the objective funciton found by GWO is : 2225.0024 The best optimal values of the objective funciton found by WOA is : 2231.3405 The best optimal values of the objective funciton found by AVOA is : 2225.3089 The best optimal values of the objective funciton found by GTO is : 2204.8334 The best optimal values of the objective funciton found by DBO is : 2224.6929 The best optimal values of the objective funciton found by SO is : 2222.9351 The best optimal values of the objective funciton found by SMA is : 2220.9324 The best optimal values of the objective funciton found by AOA is : 2445.8039 The best optimal values of the objective funciton found by SCSO is : 2216.7517 F10
The best optimal values of the objective funciton found by GSA is : 2636.9688 The best optimal values of the objective funciton found by GWO is : 2500.2949 The best optimal values of the objective funciton found by WOA is : 2500.6209 The best optimal values of the objective funciton found by AVOA is : 2500.4701 The best optimal values of the objective funciton found by GTO is : 2500.4813 The best optimal values of the objective funciton found by DBO is : 2500.5967 The best optimal values of the objective funciton found by SO is : 2500.351 The best optimal values of the objective funciton found by SMA is : 2500.5584 The best optimal values of the objective funciton found by AOA is : 2708.7742 The best optimal values of the objective funciton found by SCSO is : 2630.1491 F12:
The best optimal values of the objective funciton found by GSA is : 3026.5742 The best optimal values of the objective funciton found by GWO is : 2872.1718 The best optimal values of the objective funciton found by WOA is : 2911.8117 The best optimal values of the objective funciton found by AVOA is : 2865.403 The best optimal values of the objective funciton found by GTO is : 2863.4948 The best optimal values of the objective funciton found by DBO is : 2864.956 The best optimal values of the objective funciton found by SO is : 2865.3162 The best optimal values of the objective funciton found by SMA is : 2863.4012 The best optimal values of the objective funciton found by AOA is : 3035.8413 The best optimal values of the objective funciton found by SCSO is : 2868.6205 三、带标记收敛曲线代码(获得代码后可自行更改
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maker_index1:15:500;
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semilogy(curve_compare(3,:),b-,MarkerIndices,maker_index,LineWidth,1)
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semilogy(curve_compare(4,:),k-s,MarkerIndices,maker_index,LineWidth,1)
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semilogy(curve_compare(8,:),b-p,MarkerIndices,maker_index,LineWidth,1)
xlabel(迭代次数);
ylabel(目标函数值);
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box on 需要代码请私信博主
