粒子群算法在水库(群)优化调度研究中的应用综述

简要介绍粒子群算法的工作原理和水库(群)优化调度模型,然后较全面地阐述粒子群算法在水库(群)优化调度中的应用及存在的问题,最后总结了算法的各种改进,并对粒子群算法在水库(群)中的研究进行了展望。

Review on application of particle swarm optimization to operation of reservoirs (groups)

The particle swarm optimization(PSO) algorithm is one of the swarm intelligence optimization methods characterized by easy implementation,few parameters and fast convergence.First,the work principles of the PSO and the optimal operation model for reservoirs(groups) were described.Then,the application of the PSO algorithm to the optimal operation of reservoirs(groups) as well as the existing problems was comprehensively discussed.Finally,various modifications for the PSO algorithm were summarized,and some perspectives for its application to the optimal operation of reservoirs(groups) were proposed.