A Multi-Objective Optimization Algorithm for the Integrated Product Line Selection and Supply Chain Configuration Problem With Quality Considerations

被引:0
作者
Gaper, Yomna H. [1 ]
Abdelsalam, Hisham M. [1 ]
机构
[1] Cairo Univ, Operat Res & Decis Support, Cairo, Egypt
来源
10TH IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS SOLI 2015 | 2015年
关键词
product platform development; product line selection; supply chain configuration; archived multi-objective simulated annealing; DESIGN; ARCHITECTURE;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The integration of product platform development and supply chain configuration decisions is a problem that must be resolved in order to achieve mass customization. This paper extends a mathematical model formulated for this problem and introduces quality as a third dimension in addition to cost and revenue. A multi-objective simulated annealing algorithm (AMOSA) is proposed and implemented to solve the model in a way that provides the decision maker with a wider view of alternatives rather than a single solution.
引用
收藏
页码:165 / 170
页数:6
相关论文
共 17 条
  • [1] A simulated annealing-based multiobjective optimization algorithm: AMOSA
    Bandyopadhyay, Sanghamitra
    Saha, Sriparna
    Maulik, Ujjwal
    Deb, Kalyanmoy
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2008, 12 (03) : 269 - 283
  • [2] A method for a robust optimization of joint product and supply chain design
    Baud-Lavigne, Bertrand
    Bassetto, Samuel
    Agard, Bruno
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2016, 27 (04) : 741 - 749
  • [3] A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problems
    Das, I
    Dennis, JE
    [J]. STRUCTURAL OPTIMIZATION, 1997, 14 (01) : 63 - 69
  • [4] Gaber Y. H., 2015, SIMULATED ANNEALING
  • [5] Jaszkiewicz A., 2001, Foundations of Computing and Decision Sciences, V26, P99
  • [6] Jiao J, 2007, J INTELL MANUF, V18, P5, DOI 10.1007/s10845-007-0003-2
  • [7] A heuristic-based approach to integrate the product line selection decision to the supply chain configuration
    Kumar, Soumojit
    Chatterjee, Ashis Kumar
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (08) : 2399 - 2413
  • [8] LEE S, 2005, GEN EV COMP C GECCO
  • [9] Meyer MH., 1997, The Power of Product PlatformBuilding Value and Cost Leadership
  • [10] Matching product architecture with supply chain design
    Nepal, Bimal
    Monplaisir, Leslie
    Famuyiwa, Oluwafemi
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 216 (02) : 312 - 325