文章基本信息

标题：Application of Differential Evolution with Selective Pressure to Economic Dispatch Optimization Problems
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作者：Vladimir Stanovov ; Shakhnaz Akhmedova ; Eugene Semenkin 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2019
卷号：52
期号：13
页码：1566-1571
DOI：10.1016/j.ifacol.2019.11.423
语种：English
出版社：Elsevier
摘要：Differential evolution is an evolutionary algorithm for continuous optimization problems, known for its robustness and quick convergence. In this paper, differential evolution with a modified mutation strategy and a parameter adaptation scheme is applied to several economic dispatch optimization problems. The modification of differential evolution involves the application of selective pressure to the archive set and the ordering of vectors by fitness values. The proposed algorithm is used to solve static economic load dispatch, dynamic economic dispatch and the hydrothermal scheduling problem.
关键词：Keywordsdifferential evolutioneconomic dispatchselective pressureoptimizationevolutionary algorithms