Micro-particle swarm optimizer for solving high dimensional optimization (mu PSO for high dimensional optimization problems)

Abstract

A simple and powerful micro-particle swarm optimizer (IlPSO) is presented. For high dimensional optimization problems, the proposed IlPSO needs only a small population to outperform the standard particle swarm optimizer (PSO) that uses a larger population. This superior performance is confirmed by simulation results for different high dimensional test functions.