Combination of geographical information system and efficient routing algorithms for real life distribution operations

被引:51
作者
Tarantilis, CD [1 ]
Diakoulaki, D [1 ]
Kiranoudis, CT [1 ]
机构
[1] Natl Tech Univ Athens, Sch Chem Engn, Dept Proc Anal & Plant Design, GR-15780 Athens, Greece
关键词
decision support systems; logistics; metaheuristics;
D O I
10.1016/S0377-2217(03)00035-3
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a decision support system (DSS) employing a metaheuristic algorithm called BoneRoute, for solving the open vehicle routing problem (OVRP). The OVRP deals with the problem of finding a set of vehicle routes, for a fleet of capacitated vehicles to satisfy the delivery requirements of customers, without returning to the distribution centre. The computational performance of the BoneRoute algorithm for the OVRP was found to be very efficient, producing new best solutions over a set of well-known published case studies examined. Technical and managerial issues aroused from the ad hoc connections between the geographical information system (GIS), the routing technique used for calculating shortest paths and the BoneRoute algorithm for finding the optimal sequence of customers, were faced successfully. (C) 2003 Published by Elsevier B.V.
引用
收藏
页码:437 / 453
页数:17
相关论文
共 16 条
[1]  
Christofides N., 1979, Combinatorial optimization, P315
[2]   A METHOD FOR SOLVING TRAVELING-SALESMAN PROBLEMS [J].
CROES, GA .
OPERATIONS RESEARCH, 1958, 6 (06) :791-812
[3]  
Dijkstra E.W., 1959, Numerische mathematik, V1, P269, DOI DOI 10.1007/BF01386390
[4]  
GLOVER F, 1989, CANDITATE LIST STRAT
[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]   A heuristic method for the open vehicle routing problem [J].
Sariklis, D ;
Powell, S .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2000, 51 (05) :564-573
[9]   BoneRoute: An adaptive memory-based method for effective fleet management [J].
Tarantilis, CD ;
Kiranoudis, CT .
ANNALS OF OPERATIONS RESEARCH, 2002, 115 (1-4) :227-241
[10]   Distribution of fresh meat [J].
Tarantilis, CD ;
Kiranoudis, CT .
JOURNAL OF FOOD ENGINEERING, 2002, 51 (01) :85-91