Dynamic CVaR with multi-period risk problems

被引:5
|
作者
Meng, Zhiqing [2 ]
Jiang, Min [2 ]
Hu, Qiying [1 ]
机构
[1] Fudan Univ, Sch Management, Shanghai 200433, Peoples R China
[2] Zhejiang Univ Technol, Coll Business & Adm, Hangzhou 310023, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
alpha-CVaR; multi-period; optimality equation; optimal policy; VALUE-AT-RISK;
D O I
10.1007/s11424-011-9010-7
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper studies multi-period risk management problems by presenting a dynamic risk measure. This risk measure is the sum of conditional value-at-risk of each period. The authors model it by Markov decision processes and derive its optimality equation. This equation is further transformed equivalently to an analytically tractable one. The authors then use the model and its results to a multi-period portfolio optimization when the return rate vectors at each period form a Markov chain.
引用
收藏
页码:907 / 918
页数:12
相关论文
共 50 条
  • [1] Dynamic CVaR with multi-period risk problems
    Zhiqing Meng
    Min Jiang
    Qiying Hu
    Journal of Systems Science and Complexity, 2011, 24 : 907 - 918
  • [2] Dynamic Multi-period Freight Consolidation
    Rivera, Arturo Perez
    Mes, Martijn
    COMPUTATIONAL LOGISTICS (ICCL 2015), 2015, 9335 : 370 - 385
  • [3] Mitigation of risk in facility layout design for single and multi-period problems
    Krishnan, Krishna K.
    Jithavech, Id
    Liao, Haitao
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2009, 47 (21) : 5911 - 5940
  • [4] Analysis of multi-period combined bidding of power suppliers based on weighted CVaR
    School of Business Administration, North China Electric Power University, Beijing 102206, China
    不详
    Zhongguo Dianji Gongcheng Xuebao, 2008, 16 (79-83):
  • [5] A multi-objective evolutionary algorithm for multi-period dynamic emergency resource scheduling problems
    Zhou, Yawen
    Liu, Jing D
    Zhang, Yutong
    Gan, Xiaohui
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2017, 99 : 77 - 95
  • [6] Multi-period hub location problems in transportation
    Gelareh, Shahin
    Monemi, Rahimeh Neamatian
    Nickel, Stefan
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2015, 75 : 67 - 94
  • [7] Dynamic multi-period vehicle routing with touting
    Keskin, Merve
    Branke, Juergen
    Deineko, Vladimir
    Strauss, Arne K.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 310 (01) : 168 - 184
  • [8] Multi-period dynamic supply contracts with cancellation
    Xu, NX
    COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (12) : 3129 - 3142
  • [9] The dynamic multi-period vehicle routing problem
    Wen, Min
    Cordeau, Jean-Francois
    Laporte, Gilbert
    Larsen, Jesper
    COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (09) : 1615 - 1623
  • [10] A dynamic programming approach to GA-based heuristic for multi-period CF problems
    Sharifi, Shahram
    Chauhan, Satyaveer S.
    Bhuiyan, Nadia
    JOURNAL OF MANUFACTURING SYSTEMS, 2014, 33 (03) : 366 - 375