Construction and Improvement Heuristics applied to the Capacitated Vehicle Routing Problem

被引:0
作者
Tavares, Leonardo G. [1 ]
Lopes, Heitor S. [2 ]
Lima, Carlos R. Erig [2 ]
机构
[1] Posit Univ, Dept Elect Engn, Rua Prof Pedro Viriato P de Souza 5300, BR-81280330 Curitiba, Parana, Brazil
[2] Federal Univ Technol Parana UTFPR, Bioinformat Lab, BR-8023090 Curitiba, Parana, Brazil
来源
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) | 2009年
关键词
Heuristics; Capacitated Vehicle Routing Problem; Combinatorial optimization; TRAVELING-SALESMAN PROBLEM; TABU SEARCH; DISPATCHING PROBLEM; ALGORITHM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The capacitated vehicle routing is a combinatorial optimization problem of that has aroused major interest because it is present in critical areas (logistics, transport and other) and it is a problem of considerable difficulty There are currently several techniques that have been developed to try to solve this problem efficiently. In this paper, we present a solution to this problem based on the strategy of different single techniques combination to obtain the best results. Computing experiments have been conducted on six instances of well-known data sets available in literature.
引用
收藏
页码:689 / +
页数:2
相关论文
共 14 条
[1]  
[Anonymous], 2001, TION ENGRG
[2]   Separating capacity constraints in the CVRP using tabu search [J].
Augerat, P ;
Belenguer, JM ;
Benavent, E ;
Corberan, A ;
Naddef, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 106 (2-3) :546-557
[3]   AN ALGORITHM FOR VEHICLE-DISPATCHING PROBLEM [J].
CHRISTOF.N ;
EILON, S .
OPERATIONAL RESEARCH QUARTERLY, 1969, 20 (03) :309-&
[4]   SCHEDULING OF VEHICLES FROM CENTRAL DEPOT TO NUMBER OF DELIVERY POINTS [J].
CLARKE, G ;
WRIGHT, JW .
OPERATIONS RESEARCH, 1964, 12 (04) :568-&
[5]   THE TRUCK DISPATCHING PROBLEM [J].
DANTZIG, GB ;
RAMSER, JH .
MANAGEMENT SCIENCE, 1959, 6 (01) :80-91
[6]   OPTIMAL SOLUTION OF VEHICLE-ROUTING PROBLEMS USING MINIMUM K-TREES [J].
FISHER, ML .
OPERATIONS RESEARCH, 1994, 42 (04) :626-642
[7]  
GAMBARDELLA LM, 1999, MACS VRPTW MULTIPLE, P63
[8]  
Hoos HH., 2004, Stochastic local search: foundations and applications
[9]   EFFECTIVE HEURISTIC ALGORITHM FOR TRAVELING-SALESMAN PROBLEM [J].
LIN, S ;
KERNIGHAN, BW .
OPERATIONS RESEARCH, 1973, 21 (02) :498-516
[10]  
Lopes Heitor S., 2005, P 26 IB LAT AM C COM