Multi-Objective Lot-Sizing and Scheduling Dealing with Perishability Issues

被引:47
|
作者
Amorim, Pedro [1 ]
Antunes, Carlos H. [2 ]
Almada-Lobo, Bernardo [1 ]
机构
[1] Univ Porto, Dept Ind Engn, P-4100 Oporto, Portugal
[2] Univ Coimbra, Dept Elect Engn & Comp, Coimbra, Portugal
关键词
GENETIC ALGORITHM; INDUSTRY; SUBJECT; PLANTS;
D O I
10.1021/ie101645h
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The recent evidence demonstrating the importance of perishables in terms of store choice and shopping experience makes these products a very interesting topic in many different research areas. Nevertheless, the production planning research has not been paying the necessary attention to the complexities of production systems of such items. The evidence that consumers of perishable goods search for visual and other cues of freshness, such as the printed expiry dates, triggered the development of a multi-objective lot-sizing and scheduling model taking this relevant aspect into account by considering it explicitly as an objective function. A hybrid genetic algorithm based on NSGA-II was developed to allow the decision maker a true choice between different trade-offs from the Pareto front. Computational experiments were based on a case study, reported in the literature, concerning a diary company producing yogurt.
引用
收藏
页码:3371 / 3381
页数:11
相关论文
共 50 条
  • [1] Discrete Lot-Sizing and Scheduling Including Deterioration and Perishability Constraints
    Pahl, Julia
    Voss, Stefan
    [J]. ADVANCED MANUFACTURING AND SUSTAINABLE LOGISTICS, PROCEEDINGS, 2010, 46 : 345 - 357
  • [2] Multi-Objective Programming for Lot-Sizing with Quantity Discount
    Kang, He-Yau
    Lee, Amy H. I.
    Lai, Chun-Mei
    Kang, Mei-Sung
    [J]. ADVANCES IN MATHEMATICAL AND COMPUTATIONAL METHODS: ADDRESSING MODERN CHALLENGES OF SCIENCE, TECHNOLOGY, AND SOCIETY, 2011, 1368
  • [3] Multi-objective models for lot-sizing with supplier selection
    Rezaei, Jafar
    Davoodi, Mansoor
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 130 (01) : 77 - 86
  • [4] MULTI-OBJECTIVE OPTIMIZATION OF INTEGRATED LOT-SIZING AND SCHEDULING PROBLEM IN FLEXIBLE JOB SHOPS
    Rohaninejad, Mohammad
    Sahraeian, Rashed
    Nouri, Behdin Vahedi
    [J]. RAIRO-OPERATIONS RESEARCH, 2016, 50 (03) : 587 - 609
  • [5] LOT-SIZING FOR A PRODUCT SUBJECT TO OBSOLESCENCE OR PERISHABILITY
    JAIN, K
    SILVER, EA
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 75 (02) : 287 - 295
  • [6] A multi-objective model for lot-sizing with supplier selection for an assembly system
    Rezaei, Jafar
    Davoodi, Mansoor
    Tavasszy, Lori
    Davarynejad, Mohsen
    [J]. INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2016, 19 (02) : 125 - 142
  • [7] A web-based interactive decision support system for a multi-objective lot-sizing and production scheduling model
    Zeitrag, Yannik
    Figueira, Jose Rui
    Pereira, Miguel Alves
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2024, 271
  • [8] An approach for integrated scheduling and lot-sizing
    Jodlbauer, H
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 172 (02) : 386 - 400
  • [9] Optimal pricing and lot-sizing under conditions of perishability and partial backordering
    Abad, PL
    [J]. MANAGEMENT SCIENCE, 1996, 42 (08) : 1093 - 1104
  • [10] Multi-objective Pareto adaptive algorithm for capacitated lot-sizing problems in glass lens production
    Ho, Wen-Hsien
    Chiu, Yu-Hsien
    Chen, Yenming J.
    [J]. APPLIED MATHEMATICAL MODELLING, 2018, 53 : 731 - 738