Retailer-supplier flexible commitments contracts: A robust optimization approach

被引:223
作者
Ben-Tal, Aharon [1 ]
Golany, Boaz [1 ]
Nemirovski, Arkadi [1 ]
Vial, Jean-Philippe [2 ]
机构
[1] Faculty of Industrial Engineering and Management, Technion - Israel Institute of Technology
[2] Department of Management Studies, University of Geneva, CH-1211 Geneva 4
来源
Manufacturing and Service Operations Management | 2005年 / 7卷 / 03期
关键词
Affinely adjustable robust optimization; Flexible commitment contracts; Min-max criterion; Robust optimization; Supply chain management;
D O I
10.1287/msom.1050.0081
中图分类号
学科分类号
摘要
We propose the use of robust optimization (RO) as a powerful methodology for multiperiod stochastic operations management problems. In particular, we study a two-echelon multiperiod supply chain problem, known as the retailer-supplier flexible commitment (RSFC) problem with uncertain demand that is only known to reside in some uncertainty set. We adopt a min-max criterion, whereby the cost function is minimized against the worst case demand occurrence. To solve the min-max RSFC problem we employ a recent extension of the RO method adapted to dynamic decision problems and known as the affinely adjustable robust counterpart (AARC) methodology. The AARC solution is tested by a large simulation study and found to provide excellent results. © 2005 INFORMS.
引用
收藏
页码:248 / 271
页数:23
相关论文
共 31 条
  • [1] Anupindi R., Bassok Y., Approximation for multiproduct contracts with stochastic demands and business volume discounts: Single supplier case, IIE Trans., 30, pp. 723-734, (1998)
  • [2] Anupindi R., Bassok Y., Supply contracts with quantity commitments and stochastic demand, Quantitative Models for Supply Chain Management, (1999)
  • [3] Bassok Y., Anupindi R., Analysis of supply contracts with total minimum commitment, IIE Trans., 29, pp. 373-381, (1997)
  • [4] Bassok Y., Anupindi R., Analysis of supply contracts with commitments and flexibility, Working Paper, (1998)
  • [5] Bassok Y., Bixby A., Srinivasan R., Wiesel H.Z., Design of component-supply contracts with commitment-revision flexibility, IBM J. Res. Development, 41, 6, pp. 1-14, (1997)
  • [6] Ben-Tal A., Nemirovski A., Robust truss topology design via semidefinite programming, SIAM J. Optim., 7, pp. 991-1016, (1997)
  • [7] Ben-Tal A., Nemirovski A., Robust solutions of linear programming problems contaminated with uncertain data, Math. Programming (Series B), 88, pp. 411-424, (2000)
  • [8] Ben-Tal A., Nemirovski A., Lectures on Modern Convex Optimization: Analysis, Algorithms and Engineering Applications, (2001)
  • [9] Ben-Tal A., Nemirovski A., A robust optimization -methodology and applications, Math. Programming (Series B), 92, pp. 453-480, (2002)
  • [10] Ben-Tal A., Goryashko A., Guslitzer E., Nemirovski A., Adjusting robust solutions of uncertain linear programs, Math. Programming, 99, 2, pp. 351-376, (2004)