A scatter search based approach for the quadratic assignment problem

被引:36
作者
Cung, VD
Mautor, T
Michelon, P
Tavares, A
机构
来源
PROCEEDINGS OF 1997 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION (ICEC '97) | 1997年
关键词
evolutionary algorithms; heuristic methods; quadratic assignment problem (QAP);
D O I
10.1109/ICEC.1997.592289
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Scatter search is an evolutionary heuristic, proposed two decades ago, that uses linear combinations of a population subset to create new solutions. A special operator is used to ensure their feasibility and to improve their quality. In this paper, we propose a scatter search approach to the QAP problem. The basic method is extended with intensification and diversification stages and we present a procedure to generate good scattered initial solutions.
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页码:165 / 169
页数:5
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