A meta-heuristic algorithm for the efficient distribution of perishable foods

被引:131
作者
Tarantilis, CD [1 ]
Kiranoudis, CT [1 ]
机构
[1] Natl Tech Univ Athens, Dept Chem Engn, GR-15780 Athens, Greece
关键词
distribution management; logistics systems; meta-heuristic algorithms;
D O I
10.1016/S0260-8774(00)00187-4
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A fast and robust algorithm for solving the fresh milk distribution problem for one of the biggest diary companies in Greece was developed. This particular problem was formulated as a Heterogeneous Fixed Fleet Vehicle Routing Problem (HFFVRP) for which, due to its high computational complexity, no exact algorithm ever has been used to solve it. In this study, a threshold-accepting based algorithm was developed aiming to satisfy the needs of the company that plans to use this methodology repeatedly to schedule their distribution many times a week. For this purpose. the proposed formulation was implemented in an efficient and reliable computer code. The algorithm manages to provide practical solutions and the early findings indicate considerable improvements in the operational performance of the company. (C) 2001 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 10 条
[1]  
Assad A.A., 1983, P 1983 SE TIMS C, P153
[2]   FleetManager: A microcomputer-based decision support system for vehicle routing [J].
Basnet, C ;
Foulds, L ;
Igbaria, M .
DECISION SUPPORT SYSTEMS, 1996, 16 (03) :195-207
[3]   IMPROVING THE DISTRIBUTION OF INDUSTRIAL GASES WITH AN ONLINE COMPUTERIZED ROUTING AND SCHEDULING OPTIMIZER [J].
BELL, WJ ;
DALBERTO, LM ;
FISHER, ML ;
GREENFIELD, AJ ;
JAIKUMAR, R ;
KEDIA, P ;
MACK, RG ;
PRUTZMAN, PJ .
INTERFACES, 1983, 13 (06) :4-23
[4]   REAL-TIME, WIDE AREA DISPATCH OF MOBIL TANK TRUCKS [J].
BROWN, GG ;
ELLIS, CJ ;
GRAVES, GW ;
RONEN, D .
INTERFACES, 1987, 17 (01) :107-120
[5]   A METHOD FOR SOLVING TRAVELING-SALESMAN PROBLEMS [J].
CROES, GA .
OPERATIONS RESEARCH, 1958, 6 (06) :791-812
[6]   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
[7]  
EVANS SR, 1985, J OPER RES SOC, V36, P467, DOI 10.1057/jors.1985.82
[8]   A COMPUTERIZED VEHICLE-ROUTING APPLICATION [J].
FISHER, ML ;
GREENFIELD, AJ ;
JAIKUMAR, R ;
LESTER, JT .
INTERFACES, 1982, 12 (04) :42-51
[9]  
GOLDEN B, 1984, LARGE SCALE SYST, V7, P181