Title :
An Ant Based Hyper-heuristic for the Travelling Tournament Problem
Author :
Chen, Pai-Chun ; Kendall, Graham ; Berghe, Greet Vanden
Author_Institution :
Sch. of Comput. Sci., Nottingham Univ.
Abstract :
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
Keywords :
heuristic programming; scheduling; sport; travelling salesman problems; NP-hard; ant based hyperheuristic algorithm; round robin tournament schedule; sports timetabling problem; travelling tournament problem; Computational intelligence; Computer science; Educational institutions; Processor scheduling; Repeaters; Round robin; Symmetric matrices; TV;
Conference_Titel :
Computational Intelligence in Scheduling, 2007. SCIS '07. IEEE Symposium on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0704-4
DOI :
10.1109/SCIS.2007.367665