A threshold accepting metaheuristic for the heterogeneous fixed fleet vehicle routing problem

被引:122
作者
Tarantilis, CD
Kiranoudis, CT
Vassiliadis, VS
机构
[1] Natl Tech Univ Athens, Sch Chem Engn, Dept Proc Anal & Plant Design, Athens 15780, Greece
[2] Univ Cambridge, Dept Chem Engn, Cambridge CB2 3RA, England
关键词
logistics; distribution; routing; combinatorial optimization; metaheuristics;
D O I
10.1016/S0377-2217(02)00669-0
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The purpose of this paper is to present a new metaheuristic, termed the backtracking adaptive threshold accepting algorithm, for solving the heterogeneous fixed fleet vehicle routing problem (HFFVRP). The HFFVRP is a variant of the classical vehicle routing problem (VRP) and has attracted much less attention in the operational research (OR) literature than the classical VRP. It involves the design of a set of minimum cost routes, originating and terminating at a depot, for a fleet with fixed number of vehicles of each type, with various capacities, and variable costs to service a set of customers with known demands. The numerical results show that the proposed algorithm is robust and efficient. New best solutions are reported over a set of published benchmark problems. (C) 2002 Elsevier B.V. All rights reserved.
引用
收藏
页码:148 / 158
页数:11
相关论文
共 11 条
[1]   SCHEDULING OF VEHICLES FROM CENTRAL DEPOT TO NUMBER OF DELIVERY POINTS [J].
CLARKE, G ;
WRIGHT, JW .
OPERATIONS RESEARCH, 1964, 12 (04) :568-&
[2]   A METHOD FOR SOLVING TRAVELING-SALESMAN PROBLEMS [J].
CROES, GA .
OPERATIONS RESEARCH, 1958, 6 (06) :791-812
[3]   THRESHOLD ACCEPTING - A GENERAL-PURPOSE OPTIMIZATION ALGORITHM APPEARING SUPERIOR TO SIMULATED ANNEALING [J].
DUECK, G ;
SCHEUER, T .
JOURNAL OF COMPUTATIONAL PHYSICS, 1990, 90 (01) :161-175
[4]   A tabu search heuristic for the heterogeneous fleet vehicle routing problem [J].
Gendreau, M ;
Laporte, G ;
Musaraganyi, C ;
Taillard, ÉD .
COMPUTERS & OPERATIONS RESEARCH, 1999, 26 (12) :1153-1173
[5]  
Laporte G., 2000, International Transactions in Operational Research, V7, P285, DOI 10.1111/j.1475-3995.2000.tb00200.x
[6]   THE SAVINGS ALGORITHM FOR THE VEHICLE-ROUTING PROBLEM [J].
PAESSENS, H .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1988, 34 (03) :336-344
[7]  
Rochat Y., 1995, Journal of Heuristics, V1, P147, DOI 10.1007/BF02430370
[8]   PARALLEL ITERATIVE SEARCH METHODS FOR VEHICLE-ROUTING PROBLEMS [J].
TAILLARD, E .
NETWORKS, 1993, 23 (08) :661-673
[9]   A heuristic column generation method for the heterogeneous fleet VRP [J].
Taillard, ÉD .
RAIRO-RECHERCHE OPERATIONNELLE-OPERATIONS RESEARCH, 1999, 33 (01) :1-14
[10]  
TARANTILIS CD, 2002, SYSTEM ANAL MODELLIN, V42, P631