不确定情形下在线多源多属性反向拍卖双边协商决策
DOI:
作者:
作者单位:

1.郑州航空工业管理学院;2.南京信息工程大学;3.武汉大学

作者简介:

通讯作者:

中图分类号:

C93

基金项目:

国家自然科学基金项目(面上项目,重点项目,重大项目)


The Decision-makings in Online Multi-sourcing Multi-attribute Reverse Auction with Bilateral Negotiation under Uncertainty
Author:
Affiliation:

1.Zhengzhou University of Aeronautics;2.Nanjing University of Information Science & Technology;3.Wuhan University

Fund Project:

The National Natural Science Foundation of China (General Program, Key Program, Major Research Plan)

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    针对现实中存在的带有协商交互的在线多源多属性反向拍卖(OMSMARA)情形,同时考虑到买卖(采供)双方面临的不同方面的不确定性,文章综合利用双层规划理论与模糊理论研究了不确定情形下OMSMARA双边协商决策问题。首先,基于问题描述与适当假设,建立了一个新的带有协商交互的模糊混合整数双层规划(FMIBLP)模型,并基于增广模糊最小最大决策方法进行模型的精确转化;然后,考虑到问题模型的特点以及粒子群算法(PSO)的优越性,提出了基于修正PSO的双层分布迭代算法(PSO-BLDI)用于模型求解;随后,通过数值算例与对比分析展示所建模型的可行性以及所提算法的有效性;最后,通过敏感性分析研究相关参数变化对模型求解结果的影响,进一步表明本文模型的合理性与决策方法的有效性。

    Abstract:

    Aiming at the online multi-sourcing multi-attribute reverse auctions (OMSMARA) with existence of interactive negotiation in reality, and taking into account the uncertainties of different aspects faced by buyers and sellers, this paper uses bi-level programming theory and fuzzy theory to research the decision-making questions in OMSMARA with bilateral negotiation under uncertainties. Firstly, based on the description of problems and the appropriate assumptions, a new fuzzy mixed integer bi-level programming (FMIBLP) model with interaction and negotiation is established, which is accurately conversed through augmented fuzzy maximin decision method. Then, considering the characteristics of the problem model and the advantages of PSO algorithm, a bi-level distribution iterative algorithm (PSO-BLDI) based on modified PSO is proposed. Subsequently, the feasibility of the model and the effectiveness of the algorithm are demonstrated by the numerical example and comparative analysis. Finally, the sensitivity analysis is used to study the influence of relevant parameter change on the model results, which further demonstrates the rationality of the model and the effectiveness of the decision-making method.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2021-04-14
  • 最后修改日期:2021-07-29
  • 录用日期:2021-07-30
  • 在线发布日期:
  • 出版日期: