Heuristics for the periodic capacitated arc routing problem

被引:30
作者
Chu, F [1 ]
Labadi, N [1 ]
Prins, C [1 ]
机构
[1] Univ Technol Troyes, Ind Syst Optimizat Lab, F-10010 Troyes, France
关键词
linear programming; capacitated arc routing problem; CARP; heuristic;
D O I
10.1007/s10845-004-5892-8
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 Arc Routing Problem (CARP) involves the routing of vehicles to service a set of arcs in a network. This NP-hard problem is extended to a multiperiod horizon, giving a new tactical problem called the Periodic CARP (PCARP). This problem actually occurs in municipal waste collection. Its objective is to assign arcs to periods and to compute the trips in each period, to minimize an overall cost on the horizon. An integer linear program, two insertion heuristics and a two-phase heuristic are developed. These very first algorithms for the PCARP are evaluated on PCARP instances derived from standard CARP benchmarks from literature: the insertion heuristics are very fast but the two-phase method yields better solution costs.
引用
收藏
页码:243 / 251
页数:9
相关论文
共 12 条
[1]  
Benavent E., 2000, Arc Routing: Theory, Solutions and Applications, P231
[2]   THE PERIOD ROUTING PROBLEM [J].
CHRISTOFIDES, N ;
BEASLEY, JE .
NETWORKS, 1984, 14 (02) :237-256
[3]  
Cordeau JF, 1997, NETWORKS, V30, P105, DOI 10.1002/(SICI)1097-0037(199709)30:2<105::AID-NET5>3.0.CO
[4]  
2-G
[5]   COMPUTATIONAL EXPERIMENTS WITH ALGORITHMS FOR A CLASS OF ROUTING-PROBLEMS [J].
GOLDEN, BL ;
DEARMON, JS ;
BAKER, EK .
COMPUTERS & OPERATIONS RESEARCH, 1983, 10 (01) :47-59
[6]   CAPACITATED ARC ROUTING-PROBLEMS [J].
GOLDEN, BL ;
WONG, RT .
NETWORKS, 1981, 11 (03) :305-315
[7]   A tabu search heuristic for the capacitated arc routing problem [J].
Hertz, A ;
Laporte, G ;
Mittaz, M .
OPERATIONS RESEARCH, 2000, 48 (01) :129-135
[8]  
HIRABAYASHI R, 1992, ASIA PAC J OPER RES, V9, P155
[9]  
Lacomme P, 2001, LECT NOTES COMPUT SC, V2037, P473
[10]  
LACOMME P, 2002, P 9 INT C INF PROC M, P845