Adaptive Evolution Control with P-I Similarity Index for Surrogate-assisted Evolutionary Computation
Taku Hasegawa, Kento Tsukada, Naoki Mori, Keinosuke Matsumoto · 2015
Surrogate-assisted Evolutionary Computation provides us good results in real-world optimization. In this paper, we propose a novel adaptive evolution control using P-I similarity index for surrogate-assisted EC. The computational experiments are carried out to show the effectiveness of the proposed adaptive evolution control.