Application of Chaos Particle Swarm Optimization Algorithm in Reservoir Optimal Operation

摘要：

By use of the properties of ergodicity, randomness and regularity of chaos, a chaos particle swarm optimization (CPSO) algorithm is proposed to solve the hydropower station optimal operation problem. The basic principle of CPSO algorithm is that chaos initialization is adopted to improve individual quality and chaos perturbation is utilized to avoid the search being trapped in local optimum. Compared with the standard particle swarm optimization (PSO) algorithm, simulation results show that chaos particle swarm optimization is a simple and effective algorithm.

作者: Wei Liang Huili Ma Jianyong Zhang

作者单位: Hydropower Engineering College Hohai University NanJing, 210098, P.R.China Mathematics and Physics Department Hohai University Changzhou, 213022, P.R.China

会议类型: 国际会议

会议名称: Fourth International Conference on Impulsive and Hybrid Dynamical Systems(ICIHDS 2007)(第四届国际脉冲和混合动力系统学术会议)

会议地点: 南宁

会议语种:英文

在线出版日期: 2007-07-20（万方平台首次上网日期，不代表论文的发表时间）