An Agent-Based Hyper-Heuristic Approach to Combinatorial Optimization Problems

摘要：

This paper introduces a framework based on multi-agent system for solving problems of combinatorial optimization. The framework allows running various meta-heuristic algorithms simultaneously. By the collaboration of various metaheuristics, we can achieve better results in more classes of problems. Our hyper-heuristic approach is defined as a high-level search in algorithm space implemented within multi-agent system.

关键词： combinatorial optimization meta-heuristic algorithm hybrid approach hyper-heuristic multi-agent system

作者: Richard Malek

作者单位: Department of Cybernetics Faculty of Electrical Engineering Czech Technical University Prague, Czech Republic

会议类型: 国际会议

会议名称: 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems(2010 IEEE 智能计算与智能系统国际会议 ICIS 2010)

会议地点: 厦门

会议语种:英文

页码: 428-434

在线出版日期: 2010-10-29（万方平台首次上网日期，不代表论文的发表时间）