Improved differential evolution strategy optimization algorithm for multiple hump functions
Xia Hui-ming, Yongquan Zhou · Computer Engineering and Applications Journal · 2009
Against to the finite about differential evolution algorithm and evolution strategy,this paper brings the simulated evolutionary operator into the differential evolution algorithm,it can help enhance global search in prophase and partial search at later period when evolving.Based on the normal evolution strategy adding the differential mutation operator in it,a new Bi-mutation differential evolution strategy algorithm is proposed.From the following examples,it can be seen that the result of the multiple hump function is very accurate and the convergence speed is fast.