AN IMPROVED ANNEALING SCHEME FOR THE QAP

被引:231
作者
CONNOLLY, DT
机构
[1] London School of Economics, London, WC2A 2AE, Houghton St
关键词
heuristics; Simulated annealing;
D O I
10.1016/0377-2217(90)90301-Q
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Recently there has been some interest in the use of Simulated Annealing to obtain 'good' solutions to a number of combinatorial problems. This paper reports on the use of this method applied to the Quadratic Assignment Problem (i.e. the assignment of inter-communicating objects to locations to minimize the total cost of communication between them). The result is a much-improved annealing scheme for this problem which performs well on a range of examples, finding improved solutions for several of the largest problems available in the literature and requiring only modest amounts of computational effort. © 1990.
引用
收藏
页码:93 / 100
页数:8
相关论文
共 15 条
[1]   QUADRATIC ASSIGNMENT PROBLEMS [J].
BURKARD, RE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1984, 15 (03) :283-289
[2]   A HEURISTIC FOR QUADRATIC BOOLEAN PROGRAMS WITH APPLICATIONS TO QUADRATIC ASSIGNMENT PROBLEMS [J].
BURKARD, RE ;
BONNIGER, T .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1983, 13 (04) :374-386
[3]   CAMPUS BUILDING ARRANGEMENT USING TOPAZ [J].
DICKEY, JW ;
HOPKINS, JW .
TRANSPORTATION RESEARCH, 1972, 6 (01) :59-&
[4]   HOSPITAL LAYOUT AS A QUADRATIC ASSIGNMENT PROBLEM [J].
ELSHAFEI, AN .
OPERATIONAL RESEARCH QUARTERLY, 1977, 28 (01) :167-179
[5]   OPTIMIZATION BY SIMULATED ANNEALING [J].
KIRKPATRICK, S ;
GELATT, CD ;
VECCHI, MP .
SCIENCE, 1983, 220 (4598) :671-680
[6]  
Lawler E. L., 1985, TRAVELING SALESMAN P
[7]   THE QUADRATIC ASSIGNMENT PROBLEM - AN EXPERIMENTAL EVALUATION OF SOLUTION STRATEGIES [J].
LIGGETT, RS .
MANAGEMENT SCIENCE, 1981, 27 (04) :442-458
[8]   CONVERGENCE OF AN ANNEALING ALGORITHM [J].
LUNDY, M ;
MEES, A .
MATHEMATICAL PROGRAMMING, 1986, 34 (01) :111-124
[9]   EQUATION OF STATE CALCULATIONS BY FAST COMPUTING MACHINES [J].
METROPOLIS, N ;
ROSENBLUTH, AW ;
ROSENBLUTH, MN ;
TELLER, AH ;
TELLER, E .
JOURNAL OF CHEMICAL PHYSICS, 1953, 21 (06) :1087-1092
[10]   AN EXPERIMENTAL COMPARISON OF TECHNIQUES FOR ASSIGNMENT OF FACILITIES TO LOCATIONS [J].
NUGENT, CE ;
VOLLMANN, TE ;
RUML, J .
OPERATIONS RESEARCH, 1968, 16 (01) :150-&