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粒子群优化算法在网络计划资源优化中的应用 被引量:5

Particle Swarm Optimization and its Application in Unlimited Resource Leveling of Network Plan
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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一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。 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.
作者 张凯 赵国荣
出处 《海军航空工程学院学报》 2008年第1期75-78,共4页 Journal of Naval Aeronautical and Astronautical University
基金 国家新世纪优秀人才支持计划
关键词 粒子群优化算法 网络计划 工期固定一资源均衡优化 particle swarm optimization network plan unlimited resource leveling
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