抄録
Recently, Particle Swarm Optimization (PSO) algorithm is one of the popular methods for solving optimization problems. In this paper, in order to presume the construction of the solution landscape, we integrate PSO and Response Surface Method (RSM). Moreover, we propose a new method to decompose solution space into several 2-dimensional search space so as to reduce computation complexity. We have confirmed the characteristics and validity of the proposed method by computer simulations.
