余剑峤
James Jianqiao Yu
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教授、博士生导师

计算机科学与技术学院

哈尔滨工业大学(深圳)

广东省深圳市南山区深圳大学城

jqyu(at)hit.edu.cn jqyu(at)ieee.org Google Scholar
Chemical Reaction Optimization for the Set Covering Problem

作者
James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li

发表
Proc. IEEE World Congress on Computational Intelligence, Beijing, China, July 2014

摘要
The set covering problem (SCP) is one of the representative combinatorial optimization problems, having many practical applications. This paper investigates the development of an algorithm to solve SCP by employing chemical reaction optimization (CRO), a general-purpose metaheuristic. It is tested on a wide range of benchmark instances of SCP. The simulation results indicate that this algorithm gives outstanding performance compared with other heuristics and metaheuristics in solving SCP.