Integrated inventory and production policy for manufacturing with perishable raw materials

被引:2
|
作者
Hu, Chaoming [1 ,2 ]
Kong, Min [3 ]
Pei, Jun [1 ,2 ]
Liu, Xinbao [1 ,2 ]
Pardalos, Panos M. [4 ]
机构
[1] Hefei Univ Technol, Sch Management, Hefei, Anhui, Peoples R China
[2] Minist Educ, Key Lab Proc Optimizat & Intelligent Decis Making, Hefei, Anhui, Peoples R China
[3] Anhui Normal Univ, Sch Econ & Management, Wuhu 241000, Peoples R China
[4] Univ Florida, Dept Ind & Syst Engn, Ctr Appl Optimizat, Gainesville, FL 32611 USA
基金
中国国家自然科学基金;
关键词
Inventory; Production; Non-linear inventory cost function; Hybrid intelligent algorithm; IMPERIALIST COMPETITIVE ALGORITHM; MANAGEMENT; MODEL;
D O I
10.1007/s10472-021-09739-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research investigates an integrated inventory and production scheduling problem (IIPSP) in a manufacturer that deals with the perishable goods. The objective is to find an optimal schedule to minimize the sum of inventory cost and production cost. Both single-plant problem and multi-plant problem are investigated in this paper. For the single-plant problem, we prove that it is optimal to arrange the processing of raw materials in descending order of the value of the product of consumption rate and unit inventory cost. For the more complex multi-plant problem, we first prove that it is NP-hard, and then, we propose a hybrid intelligent algorithm to solve it. The experiments show that the proposed algorithm is superior to several other algorithms in both effectiveness and efficiency.
引用
收藏
页码:777 / 797
页数:21
相关论文
共 50 条
  • [1] Integrated inventory and production policy for manufacturing with perishable raw materials
    Chaoming Hu
    Min Kong
    Jun Pei
    Xinbao Liu
    Panos M. Pardalos
    [J]. Annals of Mathematics and Artificial Intelligence, 2021, 89 : 777 - 797
  • [2] Production control of unreliable manufacturing systems with perishable inventory
    Polotski, Vladmir
    Gharbi, Ali
    Kenne, Jean-Pierre
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 116 (7-8): : 2473 - 2496
  • [3] Production control of unreliable manufacturing systems with perishable inventory
    Vladmir Polotski
    Ali Gharbi
    Jean-Pierre Kenne
    [J]. The International Journal of Advanced Manufacturing Technology, 2021, 116 : 2473 - 2496
  • [4] AN INTEGRATED PRODUCTION-INVENTORY MODEL FOR DECAYING RAW-MATERIALS
    PARK, KS
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1983, 14 (07) : 801 - 806
  • [5] Integrated Ordering and Pricing Policy for Perishable Products with Inventory Inaccuracy
    Zhang, Yajun
    Wang, Zheng
    [J]. 2018 IEEE 14TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2018, : 1230 - 1236
  • [6] Features of perishable raw materials stock management at the production enterprise
    Ipateva, I. A.
    [J]. ROSSIISKII ZHURNAL MENEDZHMENTA-RUSSIAN MANAGEMENT JOURNAL, 2021, 19 (04): : 572 - 591
  • [7] The optimal production cycle time in an integrated production-inventory model for decaying raw materials
    Chung, Kun-Jen
    Hou, Kuo-Lung
    Lan, Shaw-Ping
    [J]. APPLIED MATHEMATICAL MODELLING, 2009, 33 (01) : 1 - 10
  • [8] Integrated production-inventory models with imperfect production processes and a limited capacity for raw materials
    Lin, CS
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 1999, 29 (02) : 81 - 89
  • [9] An Inventory Model of Production-Inventory Policy for Food Products Considering Quality Loss in Raw Materials
    Fauza, G.
    Amer, Y.
    Lee, S. H.
    Prasetyo, H.
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2015, : 910 - 914
  • [10] Determining Inventory Management Policy for Perishable Materials in Roemah Keboen Restaurant
    Ramadhan, Andrian Nur
    Simatupang, Togar M.
    [J]. INTERNATIONAL CONGRESS ON INTERDISCIPLINARY BUSINESS AND SOCIAL SCIENCES 2012 (ICIBSOS 2012), 2012, 65 : 992 - 999