Using diversity as an additional-objective in dynamic multi-objective optimization algorithms

摘要：

This paper investigates the use of additional-objective for solving multi-objective optimization problems in dynamic environment. A number of authors proposed the use of additional-objective for maintaining diversity in static single-objective optimization task; in this paper the work is extended to dealing with the dynamic multi-objective optimization problems. Individual diversity is used as an additional-objective, and a new efficient multi-objective optimization algorithm is proposed. Experimental results clearly indicate that the performance of the proposed algorithm is gratifying.

关键词： evolutionary algorithms additional-objectives multi-objective dynamic problems multi-objective optimization

作者: Hao Chen Ming Li Xi Chen

作者单位: College of Automation Engineering Nanjing University of Aeronautics and Astronautics, Nanjing 210016 Key Laboratory of Nondestructive Test Nanchang Hangkong University Nanchang 330063, China

会议类型: 国际会议

会议名称: Second International Symposium on Electronic Commerce and Security(第二届电子商务与安全国际研究大会)(ISECS 2009)

会议地点: 南昌

会议语种:英文

页码: 484-487

在线出版日期: 2009-05-22（万方平台首次上网日期，不代表论文的发表时间）