A threshold accepting heuristic with intense local search for the solution of special instances of the traveling salesman problem

被引:16
作者
Nikolakopoulos, Athanassios [1 ]
Sarimveis, Haralambos [1 ]
机构
[1] Natl Tech Univ Athens, Sch Chem Engn, Athens 15780, Greece
关键词
traveling salesman problem; metaheuristics; threshold accepting; combinatorial optimization; scheduling;
D O I
10.1016/j.ejor.2005.12.010
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In real life scheduling, variations of the standard traveling salesman problem are very often encountered. The aim of this work is to present a new heuristic method for solving three such special instances with a common approach. The proposed algorithm uses a variant of the threshold accepting method, enhanced with intense local search, while the candidate solutions are produced through an insertion heuristic scheme. The main characteristic of the algorithm is that it does not require modifications and parameter tuning in order to cope with the three different problems. Computational results on a variety of real life and artificial problems are presented at the end of this work and prove the efficiency and the ascendancy of the proposed method over other algorithms found in the literature. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1911 / 1929
页数:19
相关论文
共 72 条
[1]  
Aarts E., 1989, Wiley-Interscience Series in Discrete Mathematics and Optimization
[2]   ON THE CONVERGENCE OF THRESHOLD ACCEPTING [J].
ALTHOFER, I ;
KOSCHNICK, KU .
APPLIED MATHEMATICS AND OPTIMIZATION, 1991, 24 (02) :183-195
[3]   New algorithms for the disk scheduling problem [J].
Andrews, M ;
Bender, MA ;
Zhang, L .
37TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 1996, :550-559
[4]  
[Anonymous], EUROPEAN J OPERATION
[5]  
[Anonymous], THESIS TU BERLIN
[6]  
[Anonymous], TRAVELING SALESMAN P
[7]  
[Anonymous], TRAVELING SALESMAN P
[8]  
Applegate D., 1991, ORSA Journal on Computing, V3, P149, DOI 10.1287/ijoc.3.2.149
[9]  
ASCHEUER L, 1990, INTEGER PROGRAMMING, P19
[10]   A CUTTING PLANE APPROACH TO THE SEQUENTIAL ORDERING PROBLEM (WITH APPLICATIONS TO JOB SCHEDULING IN MANUFACTURING) [J].
Ascheuer, N. ;
Escudero, L. F. ;
Groetschel, M. ;
Stoer, M. .
SIAM JOURNAL ON OPTIMIZATION, 1993, 3 (01) :25-42