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一种不确定需求下库存定价模型的鲁棒优化方法 被引量:4

A Robust Optimization Approach to Inventory and Pricing Coordination Problems with Demand Uncertainty
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摘要 本文研究了不确定需求下一种多阶段定价与库存控制相协调的供应链模型,把扰动参数的不确定性处理为在已知集合内变化扰动.针对不确定参数取值的几种集合情况下,应用鲁棒优化技术将不确定库存.定价模型转化为可求解的鲁棒模型.最后进行了数值实验,对结果进行了分析. In this paper,we study the multiperiod inventory & pricing coordination problem(IPC)with uncertain demand.We propose a way of expressing the disrupted parameters by restricting them to some given set.Then,applying the roust optimization techniques, we transform the uncertain IPC problem into a solvable robust counterpart,and present several different types of RCs.Finally,the numerical experiments were given out.
出处 《应用数学学报》 CSCD 北大核心 2008年第5期910-921,共12页 Acta Mathematicae Applicatae Sinica
基金 国家自然科学基金(70640420143)资助项目
关键词 鲁棒优化 不确定性 供应链管理 库存 定价 robust optimization uncertainty supply chain management inventory pricing
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参考文献12

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同被引文献37

  • 1金香淑,袁文燕,吴军,李健,王亚静.基于收益共享-双向期权契约的供应链金融风险控制研究[J].中国管理科学,2020,0(1):68-78. 被引量:20
  • 2章祥荪.含参数线性规划解的稳定性研究[J].曲阜师范大学学报(自然科学版),1993,19(1):37-43. 被引量:1
  • 3姜涛,朱金福,朱星辉.不确定决策的鲁棒优化方法[J].统计与决策,2007,23(17):47-48. 被引量:3
  • 4Beyer H G,Sendhoff B. Robust optimization--A comprehensive survey[J].{H}Computer Methods in Applied Mechanics and Engineering,2007.3190-3218.
  • 5Ben-Tal A,Nemirovski A. Robust optimization-methodology and applications[J].{H}Mathematical Programming,2002,(03):453-480.
  • 6Bertsimas D,Sim M. Robust discrete optimization and network flows[J].{H}Mathematical Programming,2003,(01):49-71.
  • 7Allen J,Seepersad C,Choi H,Mistree F. Robust design for multiscale and multidisciplinary applications[J].{H}JOURNAL OF MECHANICAL DESIGN,2006,(04):832-843.
  • 8马龙华.不确定系统的鲁棒优化方法及应用研究[D]{H}杭州:浙江大学,2001.
  • 9Ma J H. Models and application of stability decision under uncertain environment[J].Research Journal of Applied Sciences Engineering and Technology,2011,(09):986-992.
  • 10Ma J H,Fang Y. Absolute stability decision models of supplier selection problem under uncertain demand[J].Advanced in Information Sciences and Service Sciences,2012,(23):685-693.

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