The production routing problem: A review of formulations and solution algorithms

被引:179
作者
Adulyasak, Yossiri [1 ]
Cordeau, Jean-Francois
Jans, Raf
机构
[1] HEC Montreal, Montreal, PQ H3T 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Integrated supply chain planning; Production routing; Inventory routing; Exact algorithms; Heuristics; Review; LOT-SIZING PROBLEMS; LARGE NEIGHBORHOOD SEARCH; BRANCH-AND-PRICE; INTEGRATED PRODUCTION; CUT ALGORITHM; COMBINED INVENTORY; COLUMN-GENERATION; TIME WINDOWS; HEURISTICS; DECOMPOSITION;
D O I
10.1016/j.cor.2014.01.011
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The production routing problem (PRP) combines the lot-sizing problem and the vehicle routing problem, two classical problems that have been extensively studied for more than half a century. The PRP is solved in an attempt to jointly optimize production, inventory, distribution and routing decisions and is thus a generalization of the inventory routing problem (IRP). Although the PRP has a complicated structure, there has been a growing interest in this problem during the past decade in both academia and industry. This article provides a comprehensive review of various solution techniques that have been proposed to solve the PRP. We attempt to provide an in-depth summary and discussion of different formulation schemes and of algorithmic and computational issues. Finally, we point out interesting research directions for further developments in production routing. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:141 / 152
页数:12
相关论文
共 82 条
[61]   A new branch-and-cut algorithm for the capacitated vehicle routing problem [J].
Lysgaard, J ;
Letchford, AN ;
Eglese, RW .
MATHEMATICAL PROGRAMMING, 2004, 100 (02) :423-445
[62]   ACCELERATING BENDERS DECOMPOSITION - ALGORITHMIC ENHANCEMENT AND MODEL SELECTION CRITERIA [J].
MAGNANTI, TL ;
WONG, RT .
OPERATIONS RESEARCH, 1981, 29 (03) :464-484
[63]   MIP formulations and heuristics for two-level production-transportation problems [J].
Melo, Rafael A. ;
Wolsey, Laurence A. .
COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (11) :2776-2786
[64]   A Column-Generation Based Tactical Planning Method for Inventory Routing [J].
Michel, S. ;
Vanderbeck, F. .
OPERATIONS RESEARCH, 2012, 60 (02) :382-397
[65]   INTEGER PROGRAMMING FORMULATION OF TRAVELING SALESMAN PROBLEMS [J].
MILLER, CE ;
TUCKER, AW ;
ZEMLIN, RA .
JOURNAL OF THE ACM, 1960, 7 (04) :326-329
[66]  
Moscato P., 1999, New ideas in optimization, P219
[67]  
Nananukul N, 2008, THESIS U TEXAS AUSTI
[68]  
Pochet Y., 2006, Production Planning by Mixed Integer Programming, P207
[69]   A Lagrangean relaxation algorithm for multi-item lot-sizing problems with joint piecewise linear resource costs [J].
Rizk, Nafee ;
Martel, Alain ;
Ramudhin, Amar .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2006, 102 (02) :344-357
[70]   An adaptive large neighborhood search heuristic for the pickup and delivery problem with time windows [J].
Ropke, Stefan ;
Pisinger, David .
TRANSPORTATION SCIENCE, 2006, 40 (04) :455-472