A multi-phase heuristic for the production routing problem

被引:53
|
作者
Solyali, Oguz [1 ]
Sural, Haldun [2 ]
机构
[1] Middle East Tech Univ, Business Adm Program, Northern Cyprus Campus,Mersin 10, TR-99738 Kalkanli, Turkey
[2] Middle East Tech Univ, Dept Ind Engn, TR-06800 Ankara, Turkey
关键词
Supply chain; Production routing; Integer programming; Heuristics; INTEGRATED PRODUCTION; INVENTORY; ALGORITHM; FORMULATIONS; SYSTEM;
D O I
10.1016/j.cor.2017.06.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study considers the production routing problem where a plant produces and distributes a single item to multiple retailers over a multi-period time horizon. The problem is to decide on when and how much to produce and stock at the plant, when and how much to serve and stock at each retailer, and vehicle routes for shipments such that the sum of fixed production setup cost, variable production cost, distribution cost, and inventory carrying cost at the plant and retailers is minimized. A multi-phase heuristic is proposed for the problem. The proposed heuristic is a mathematical programming-based heuristic that relies on formulating and solving restricted versions of the problem as mixed integer programs. The computational experiments on benchmark instances show favorable results with regard to the quality of the solutions found at the expense of higher computing times on large instances. In particular, the heuristic managed to find new best solutions for the 65% of benchmark instances. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:114 / 124
页数:11
相关论文
共 50 条
  • [41] An efficient two-phase heuristic for the home care routing and scheduling problem
    Bazirha, Mohammed
    Benmansour, Rachid
    Kadrani, Abdeslam
    COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 181
  • [42] Two-phase hybrid heuristic algorithm for location-routing problem
    Dept. of Industrial Eng. and Management, Shanghai Jiaotong Univ., Shanghai 200240, China
    不详
    Shanghai Jiaotong Daxue Xuebao, 2006, 9 (1529-1535):
  • [43] A novel two-phase heuristic method for vehicle routing problem with backhauls
    Wang, Zhiwu
    Wang, Zhengguo
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (11-12) : 1923 - 1928
  • [44] Multi-Phase Socially-Aware Routing in Distributed Mobile Social Networks
    Vastardis, Nikolaos
    Yang, Kun
    2013 9TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2013, : 1353 - 1358
  • [45] A multi-phase planning heuristic for a dual-delivery SMT placement machine optimization
    He, Tian
    Li, Debiao
    Yoon, Sang Won
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2017, 47 : 85 - 94
  • [46] Production systems and supplier selection: a multi-phase process model
    Pedraza-Acosta, Isabel
    Pilkington, Alan
    Barnes, David
    PRODUCTION PLANNING & CONTROL, 2016, 27 (09) : 717 - 726
  • [47] MULTI-PHASE MODES
    BENNEY, DJ
    SIAM REVIEW, 1971, 13 (02) : 260 - &
  • [48] The location-routing problem with multi-compartment and multi-trip: formulation and heuristic approaches
    Moon, Ilkyeong
    Salhi, Said
    Feng, Xuehao
    TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 16 (03) : 501 - 528
  • [49] Integrated production-inventory-routing problem for multi-perishable products under uncertainty by meta-heuristic algorithms
    Ghasemkhani, Ahmad
    Tavakkoli-Moghaddam, Reza
    Rahimi, Yaser
    Shahnejat-Bushehri, Sina
    Tavakkoli-Moghaddam, Haed
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (09) : 2766 - 2786
  • [50] Multi School Bus Routing Problem with Road Safety Factor via A Heuristic Algorithm
    Liang Botian
    Liu Xinglu
    Kin, Chan Wai
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 5013 - 5018