BANDWIDTH PACKING - A TABU SEARCH APPROACH

被引:87
作者
LAGUNA, M
GLOVER, F
机构
[1] Univ of Colorado at Boulder, Boulder, CO
关键词
TABU SEARCH; K-SHORTEST PATHS; CALL ROUTING;
D O I
10.1287/mnsc.39.4.492
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The bandwidth packing (BWP) problem is a combinatorially difficult problem arising in the area of telecommunications. The problem consists of assigning calls to paths in a capacitated graph, such that capacities are not violated and the total profit is maximized. In this paper we discuss the development of a tabu search (TS) method for the BWP problem. The method makes use of an efficient implementation of the k-shortest path algorithm, that allows the identification of a controlled set of feasible paths for each call. A tabu search is then performed to find the best path assignment for each call. The TS method developed here incorporates a number of features that have proved useful for obtaining optimal and near optimal solutions to difficult combinatorial problems. We establish the effectiveness of our approach by comparing its performance in speed and solution quality to other specialized heuristics and to a standard optimization package applied to a 0-1 integer programming formulation of the problem.
引用
收藏
页码:492 / 500
页数:9
相关论文
共 10 条
[1]  
ANDERSON A, IN PRESS ANN OPER RE, V41
[2]  
COX LA, 1990, INTELLIGENT PROBABIL
[3]  
Glover F., 1990, ORSA Journal on Computing, V2, P4, DOI [10.1287/ijoc.1.3.190, 10.1287/ijoc.2.1.4]
[4]  
GLOVER F, 1990, TABU SEARCH CALL R 1
[5]  
Hertz A., 1990, ANN MATH ARTIF INTEL, V1, P111, DOI DOI 10.1007/BF01531073
[6]  
LAGUNA M, IN PRESS EXPERT SYST
[7]  
Lawler E.L., 1976, COMBINATORIAL OPTIMI
[8]  
QUI Y, 1991, COMMUNICATION
[9]  
SKORINKAPOV J, 1991, 90006 STAT U NEW YOR
[10]   ROBUST TABOO SEARCH FOR THE QUADRATIC ASSIGNMENT PROBLEM [J].
TAILLARD, E .
PARALLEL COMPUTING, 1991, 17 (4-5) :443-455