Adaptive differential evolution algorithm based on logistic model
Hua Chen, Yiren Fan · Kongzhi yu juece · 2011
An adaptive differential evolution algorithm based on logistic model is presented.The algorithm can automatically adjust scaling factor and crossover factor during the running time,so it can keep the individuals diversity and improve searching ability of global optimum in the population at the initial generations.However,the algorithm is gradually stabilized with searching ability of local optimum improved at a later time.Several classic Benchmarks functions are tested and the results show that the proposed algorithms have fast convergence and higher calculation accuracy.