A parametric study on differential evolution based on benchmark electromagnetic inverse scattering problem

Abstract

Electromagnetic inverse scattering problem is of great scientific and engineering importance. Differential evolution has been successfully applied to solve electromagnetic inverse scattering problem. However, it is noted that the performance of differential evolution strongly depends on its intrinsic control parameters, namely, population size, mutation intensity, and crossover probability. A parametric study on differential evolution based on benchmark electromagnetic inverse scattering problem is therefore carried out. The findings presented here should be highly beneficial to future applicants of differential evolution in the community of electromagnetic inverse scattering problems. Such findings may be directly or indirectly applicable to researchers in other areas. ©2007 IEEE.