自适应粒子群优化算法及其在无功优化中的应用Adaptive Particle Swarm Optimization and Its Application in Reactive Power Optimization
张文;刘玉田;
摘要(Abstract):
针对传统的粒子群优化(PSO)算法中的某些参数需通过试验确定因而影响了其实用性的问题,提出了一种自适应粒子群优化(APSO)算法,并将其应用于电力系统无功优化问题的求解。该算法能在优化过程中自动调整各参数,从而取得问题的全局优化解。某具有151个节点、71个控制变量的实际电网无功优化结果表明,该算法较传统的PSO算法具有更强的全局寻优能力。
关键词(KeyWords): 电力系统;无功优化;进化计算;粒子群优化算法
基金项目(Foundation):
作者(Author): 张文;刘玉田;
Email:
DOI: 10.13335/j.1000-3673.pst.2006.08.004
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