Variable neighborhood search for the maximum clique

被引:59
作者
Hansen, P
Mladenovic, N
Urosevic, D
机构
[1] Gerad, Montreal, PQ H3T 1V6, Canada
[2] HEC Montreal, Montreal, PQ H3T 1V6, Canada
[3] Serbian Acad Sci, Math Inst, YU-11000 Belgrade, Serbia Monteneg, Serbia
关键词
combinatorial optimization; graphs; maximum clique; heuristics; variable neighborhood search;
D O I
10.1016/j.dam.2003.09.012
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Maximum clique is one of the most studied NP-hard optimization problem on graphs, because of its simplicity and its numerous applications. A basic variable neighborhood search heuristic for maximum clique that combines greedy with the simplicial vertex test in its descent step is proposed and tested on standard test problems from the literature. Despite its simplicity, the proposed heuristic outperforms most of the well-known approximate solution methods. Moreover. it gives solution of equal quality to those of the state-of-the-art heuristic of Battiti and Protasi in half the time. (C) 2004 Published by Elsevier B.V.
引用
收藏
页码:117 / 125
页数:9
相关论文
共 29 条
[1]   Optimized crossover for the independent set problem [J].
Aggarwal, CC ;
Orlin, JB ;
Tai, RP .
OPERATIONS RESEARCH, 1997, 45 (02) :226-234
[2]  
[Anonymous], 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
[3]  
Babel L., 1990, ZOR, Methods and Models of Operations Research, V34, P207, DOI 10.1007/BF01415983
[4]  
Back T., 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence (Cat. No.94TH0650-2), P531, DOI 10.1109/ICEC.1994.350004
[5]   Optimized crossover-based genetic algorithms for the maximum cardinality and maximum weight clique problems [J].
Balas, E ;
Niehaus, W .
JOURNAL OF HEURISTICS, 1998, 4 (02) :107-122
[6]   FINDING A MAXIMUM CLIQUE IN AN ARBITRARY GRAPH [J].
BALAS, E ;
YU, CS .
SIAM JOURNAL ON COMPUTING, 1986, 15 (04) :1054-1068
[7]   Reactive local search for the maximum clique problem [J].
Battiti, R ;
Protasi, M .
ALGORITHMICA, 2001, 29 (04) :610-637
[8]  
Bomze L. M., 1999, HDB COMBINATORIAL OP
[9]   AN EXACT ALGORITHM FOR THE MAXIMUM CLIQUE PROBLEM [J].
CARRAGHAN, R ;
PARDALOS, PM .
OPERATIONS RESEARCH LETTERS, 1990, 9 (06) :375-382
[10]   A GREEDY RANDOMIZED ADAPTIVE SEARCH PROCEDURE FOR MAXIMUM INDEPENDENT SET [J].
FEO, TA ;
RESENDE, MGC ;
SMITH, SH .
OPERATIONS RESEARCH, 1994, 42 (05) :860-878