Two-Step gravitational search algorithm

Tsung Ying Chiang, Ting Cheng Feng, Tzuu-Hseng S. Li

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

In this paper, we present an efficient algorithm for solving optimization problems, which is based on gravitational search algorithm (GSA). In the proposed technique, called Two-Step method, the best solution of position will be considered and calculated with another agents, and the fitness of extended agents are compared with agents in original gravitation field, which can reinforce the exploration and exploitation performance. Ten benchmark functions are used to evaluate and to compare performance of the presented algorithm with GSA based on the same function evaluations. The initialized populations are produced randomly and are identical for each round of all the algorithms in the same benchmark function. The obtained results confirm the better performance of the proposed method in solving various nonlinear functions.

原文English
主出版物標題ICCSS 2015 - Proceedings
主出版物子標題2015 International Conference on Informative and Cybernetics for Computational Social Systems
發行者Institute of Electrical and Electronics Engineers Inc.
頁面95-98
頁數4
ISBN(電子)9781467372459
DOIs
出版狀態Published - 2015 九月 28
事件International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2015 - Chengdu, Sichuan, China
持續時間: 2015 八月 132015 八月 15

Other

OtherInternational Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2015
國家China
城市Chengdu, Sichuan
期間15-08-1315-08-15

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Information Systems

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  • 引用此

    Chiang, T. Y., Feng, T. C., & Li, T-H. S. (2015). Two-Step gravitational search algorithm. 於 ICCSS 2015 - Proceedings: 2015 International Conference on Informative and Cybernetics for Computational Social Systems (頁 95-98). [7281156] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCSS.2015.7281156