题名

Fuzzy Newsboy Problem with Random Variables in a Supply Chain Environment

DOI

10.6186/IJIMS.2011.22.1.2

作者

Hui Zheng;Ji-Cheng Liu

关键词

Supply chain ; fuzzy set ; fuzzy random variable ; allocation of profit ; newsboy problem

期刊名称

International Journal of Information and Management Sciences

卷期/出版年月

22:1(2011 / 03 / 01)

页次

27 - 41

内容语文

英文

英文摘要

This paper investigated a single-period supply chain problem with one retailer and one manufacturer. The demand is assumed to be a fuzzy random variable. Two models for news-boy problem with fuzzy random demand in both non-cooperation and cooperation situations are constructed. The fuzzy random model is transformed into crisp model by employing the expectation theory and signed distance. The optimal solutions in the two decision-making situations are derived and analyzed contrastively. It reveals that the whole supply chain profit in the non-cooperation situation is smaller than that in cooperation situation. An allocation strategy for the joint profit from which both players will benefit is put forward. The effects of the fuzzy randomness of the demand on the optimal order quantity, the whole supply chain profit and the allocation of profit are analyzed via numerical examples.

主题分类 基礎與應用科學 > 資訊科學
社會科學 > 管理學
参考文献
  1. Amaldoss, W.,Meyer, R. J.,Raju, J. S.,Rapoport, A.(2002).Collaborating to compete.Marketing Science,19(2),105-126.
  2. Chang, P. L.,Lin, C. T.,Shen, P. D.(1996).A note on centralized effect on expected costs in a multi-location newsboy problem.International Journal of Information and Management Sciences,7(1),25-31.
  3. Dubois, D.,Prade, H.(1978).Operations of fuzzy numbers.International Journal of Systems Sciences,9(6),613-626.
  4. Dutta, P.,Chakraborty, D.(2010).Incorporating one-way substitution policy into the newsboy problem with imprecise customer demand.European Journal of Operational Research,200(1),99-110.
  5. Dutta, P.,Chakraborty, D.,Roy, A. R.(2005).A single-period inventory model with fuzzy random variable demand.Mathematical and Computer Modelling,41,915-922.
  6. Dutta, P.,Chakraborty, D.,Roy, A. R.(2007).An inventory model for single-period products with reordering opportunities under fuzzy demand.Computer & Mathematics with Applications,53(10),1502-1517.
  7. Ishii, H.,Konno, T.(1998).A Stochastic inventory problem with fuzzy shortage cost.European Journal of Operational Research,106,90-94.
  8. Ji, X.,Shao, Z.(2006).Model and algorithm for bilevel newsboy problem with fuzzy demands and discounts.Applied Mathematics and Computation,172,163-174.
  9. Kao, C.,Hsu, W. K.(2002).A single-period inventory model with fuzzy demand.Computers and Mathematics with Applications,43,841-848.
  10. Kaufmann, A.,Gupta, M.(1991).Introduction to Fuzzy Arithmetic: Theory and Applications.New York:Van Nostrand, Reinhold.
  11. Kwakernaak, H.(1978).Fuzzy random variables: Definition and theorems.Information Sciences,15(1),1-29.
  12. Li, L.,Kabadi, S. N.,Nair, K. P. K.(2002).Fuzzy models for single-period inventory problem.Fuzzy sets and Systems,132,273-289.
  13. Lin, C. T.,Hwang, S. N.(1998).A generalization of Chang and Lin's model in a multi-locaion newsboy problem.International Journal of Information and Management Sciences,9(2),10-18.
  14. Petrovic, D.,Petrovic, R.,Vujosevic, M.(1996).Fuzzy models for the newsboy problem.International Journal of Production Economics,45,435-441.
  15. Serel, D. A.(2008).Inventory and pricing decisions in a single-period problem involving risky supply.International Journal of Production Economics,116(1),115-128.
  16. Shao, Z.,Ji, X. Y.(2006).Fuzzy multi-product constraint newsboy problem.Applied Mathematics and Computation,180(1),7-15.
  17. Thangam, A.,Uthayakumar, R.(2009).Modeling of a continuous review supply chain in an uncertain environment.International Journal of Information and Management Sciences,20(1),137-159.
  18. Wee, H. M.,Lo, C. C.,Hsu, P. H.(2009).A multi-objective joint replenishment inventory model of deteriorated items in a fuzzy environment.European Journal of Operational Research,197(2),620-631.
  19. Xu, R. N.,Zhai, X. Y.(2010).Analysis of supply chain coordination under fuzzy demand in a two-stage supply chain.Applied Mathematical Modelling,34(1),129-139.
  20. Xu, R. N.,Zhai, X. Y.(2008).Optimal models for single-period supply chain problems with fuzzy demand.Information Sciences,178,3374-3381.
  21. Yao, J. S.,Wu, K.(2000).Ranking fuzzy numbers based on decomposition principle and signed distance.Fuzzy sets and Systems,116(2),275-288.
  22. Zhang, J. L.,Lee, C. Y.,Chen, J.(2009).Inventory control problem with freight cost and stochastic demand.Operations Research Letters,37(6),443-446.