基于改进哈里斯鹰算法的梯级泵站优化调度

张雷克,侯笑鹏,刘小莲,田雨

Optimal scheduling of cascade pumping stations based on improved Harris hawks optimization algorithm

Lei-ke ZHANG,Xiao-peng HOU,Xiao-lian LIU,Yu TIAN

表 1 不同算法优化性能测试

Tab.1 Optimization performance test of different algorithms

算法 Rastrigin Ackley Foxholes Kowalik Mean Std Mean Std Mean Std Mean Std PSO 4.014×10 9.711 4.856 9.542×10−1 1.950 1.495 8.020×10−4 3.957×10−4 GA 1.098×10 2.267 2.942 2.046×10−1 1.576 1.526 1.631×10−2 1.988×10−2 GWO 2.802 3.459 1.053×10−13 1.658×10−14 3.935 4.106 3.730×10−3 7.568×10−3 HHO 0 0 1.007×10−15 6.486×10−16 1.164 3.768×10−1 4.138×10−4 2.468×10−4 HUHHO 0 0 8.882×10−16 0 1.031 1.815×10−1 4.048×10−4 2.035×10−4