A Multi-Objective Artificial Bee Colony for Optimizing Multi-Objective Problems

摘要：

This work proposes a multi-objective artificial bee colony (MOABC) for optimizing problems with multiple objectives. We have adapted the original Artificial Bee Colony (ABC) algorithm to multi objective problems with a grid-based approach for maintaining and adaptively assessing the Pareto front. The Pareto set is used to control the flying behaviours of the individuals and structuring the bee colony. The proposed algorithm was evaluated upon numerical benchmark problems. Our experimental results indicate that the proposed approach is highly competitive compared to other algorithms considered in this work.

关键词： artificial bee colony multi-objective optimization

作者: Ramin Hedayatzadeh Bahareh Hasanizadeh Reza Akbari Koorush Ziarati

作者单位: Department of Information Technology, ShirazUniversity of TechnologyShiraz, Iran Department of Computer Science and Engineering,Shiraz UniversityShiraz, Iran Department of Computer Science and Engineering, Shiraz University Shiraz, Iran

会议类型: 国际会议

会议名称: 2010 3rd International Conference on Advanced Computer Theory and Engineering(2010年第三届先进计算机理论与工程国际会议 ICACTE 2010)

会议地点: 成都

会议语种:英文

页码: 1-5

在线出版日期: 2010-08-20（万方平台首次上网日期，不代表论文的发表时间）