An ant based Hyper-heuristic for the travelling tournament problem

被引:32
作者
Chen, Pai-Chun [1 ]
Kendall, Graham [1 ]
Vanden Berghe, Greet [2 ]
机构
[1] Univ Nottingham, Sch Comp Sci, Nottingham NG7 2RD, England
[2] KaHo Sint Lieven, Flemish, Belgium
来源
2007 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN SCHEDULING | 2007年
关键词
D O I
10.1109/SCIS.2007.367665
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Travelling Tournament Problem is a challenging sports timetabling problem which is widely believed to be NP-Hard. The objective is to establish a feasible double round robin tournament schedule, with minimum travel distances. This paper investigates the application of an ant based hyper-heuristic algorithm for this problem. Ant algorithms, a well known meta-heuristic, have been successfully applied to various problems. Whilst hyper-heuristics are an emerging technology, which operate at a higher level of abstraction than meta-heuristics. This paper presents a framework which employs ant algorithms as a hyper-heuristic. We show that this approach produces good quality solutions for the traveling tournament problem when compared with results from the literature.
引用
收藏
页码:19 / +
页数:4
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