Algorithm Research & Explore
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1443-1448,1454

Adaptive different evolutionary algorithm and its application of dynamic emission economic dispatch problem

Wu Huihong1
Lin Yu1
Zeng Xi2
Qian Shuqu1
1. School of Sciences, Anshun University, Anshun Guizhou 561000, China
2. School of Sciences, Guizhou University of Finance & Economics, Guiyang 550025, China

Abstract

In order to solve the dynamic emission economic dispatch(DEED) problem with high-dimensional and large scale constraints, this paper proposed an adaptive multiobjective differential evolutionary algorithm(ADEA). The ADEA designed an adaptive differential crossover module, developed an improving current to best/1 crossover scheme to enhance the diversity of population. These strategies improved the exploration and exploitation ability of the ADEA, it also applied a repair strategy to deal with the equality and inequality constrains in DEED problem. Numerical experiments tested the effectiveness of ADEA on 10-unit system, and compared with several peer algorithms. Simulation results indicate that ADEA has good convergence. The uniformity and ductility of the Pareto front obtained by ADEA is better than that of the compared algorithms. It provides a more efficient scheduling decision-making method for power system dispatcher by a fuzzy decision method.

Foundation Support

国家自然科学基金资助项目(61762001)
贵州省教育厅创新群体重大项目(黔教合KY字[2019]069,[2018]034)
贵州省教育厅青年科技人才成长项目(黔教合KY字[2020]143号)
贵州省科技计划联合基金资助项目(黔科合LH字[2017]7047号)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.05.0120
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 5
Section: Algorithm Research & Explore
Pages: 1443-1448,1454
Serial Number: 1001-3695(2021)05-029-1443-06

Publish History

[2021-05-05] Printed Article

Cite This Article

武慧虹, 林妤, 曾茜, 等. 自适应差分进化算法及对动态环境经济调度问题应用 [J]. 计算机应用研究, 2021, 38 (5): 1443-1448,1454. (Wu Huihong, Lin Yu, Zeng Xi, et al. Adaptive different evolutionary algorithm and its application of dynamic emission economic dispatch problem [J]. Application Research of Computers, 2021, 38 (5): 1443-1448,1454. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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