A many-objective evolutionary algorithm with reference point-based and vector angle-based selection

Chen Yu Lee, Jia Fong Yeh, Tsung Che Chiang

研究成果: 書貢獻/報告類型會議論文篇章

摘要

In this paper we proposed a many-objective evolutionary algorithm by combining the reference point-based selection in NSGA-III and the vector angle-based selection in VaEA. Performance of the proposed algorithm is verified by testing on the negative version of four DTLZ functions. The proposed algorithm is better than NSGA-III and is comparable to VaEA in terms of IGD. Besides, the proposed algorithm is more robust and can expand the front better.

原文英語
主出版物標題Genetic and Evolutionary Computing - Proceedings of the 11th International Conference on Genetic and Evolutionary Computing
編輯Shu-Chuan Chu, Jerry Chun-Wei Lin, Chien-Ming Chen, Jeng-Shyang Pan
發行者Springer Verlag
頁面3-11
頁數9
ISBN(列印)9789811064869
DOIs
出版狀態已發佈 - 2018
事件11th International Conference on Genetic and Evolutionary Computing, 2017 - Kaohsiung, 臺灣
持續時間: 2017 十一月 62017 十一月 8

出版系列

名字Advances in Intelligent Systems and Computing
579
ISSN(列印)2194-5357

其他

其他11th International Conference on Genetic and Evolutionary Computing, 2017
國家臺灣
城市Kaohsiung
期間2017/11/062017/11/08

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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