A proposal for improved Particle Swarm Optimization

Since 1995, the proposal of Particle Swarm Optimization (PSO) by professor Kennedy and Eberhart has been succeeded in solving for many optimization problems, PSO is a vastly discussed worldwide by researchers. Due to the undetermined parameters in PSO, many suggestions for parameters assignment are under developed and proposed nowadays. Classifying optimization problems into three classes, this paper suggests an improved algorithm of PSO to handle three classes of optimization problems respectively.