粒子群优化算法在网络计划资源优化中的应用

Particle Swarm Optimization and its Application in Unlimited Resource Leveling of Network Plan

摘要:

对粒子群优化算法在网络计划资源优化中的应用进行了探讨,首先,介绍了粒子群优化算法的基本原理,给出了网络计划中工期固定—资源均衡优化问题的优化目标和数学模型；然后,详细介绍了粒子群优化算法实现网络计划资源优化的算法流程及其编程实现,对典型网络计划进行优化的结果表明粒子群算法可以较好地实现网络计划资源优化。

Abstract:

Particle swarm optimization and its application in unlimited resource leveling of network plan were introduced in this paper. The basic principal of PSO and optimization target and mathematic models of unlimited resource leveling for network plan were given first, then the arithmetic flow and program realization of PSO and its application on network plan were described in detail. The result proved that PSO was a better optimization method which could be used to optimize unlimited resource leveling problem of network plan.