Multi-period asset-liability management with cash flows and probability constraints: A mean-field formulation approach

被引:5
|
作者
Li, Xun [1 ]
Wu, Xianping [2 ]
Yao, Haixiang [3 ]
机构
[1] Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Peoples R China
[2] Guangdong Univ Technol, Sch Appl Math, Guangzhou, Guangdong, Peoples R China
[3] Guangdong Univ Foreign Studies, Sch Finance, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Mean-field formulation; multi-period mean-variance model; asset-liability management; probability constraints; cash flow; VARIANCE PORTFOLIO SELECTION; OPTIMIZATION; BANKRUPTCY; MARKET; MODEL;
D O I
10.1080/01605682.2019.1610207
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Using a multi-period mean-variance model, we investigate an asset-liability portfolio management problem with probability constraints, where an investor intends to control the probability of bankruptcy before the terminal time in the investment. In our model, the wealth process is influenced not only by return on assets and liability but also by uncontrolled cash flows. Applying a mean-field formulation, we obtain closed-form expressions for an efficient investment strategy and its corresponding mean-variance efficient frontier. Sensitivity analysis is also presented to help investors understand the influences of cash flows and probability constraints better.
引用
收藏
页码:1563 / 1580
页数:18
相关论文
共 20 条
  • [1] A MEAN-FIELD FORMULATION FOR MULTI-PERIOD ASSET-LIABILITY MEAN-VARIANCE PORTFOLIO SELECTION WITH PROBABILITY CONSTRAINTS
    Wu, Xianping
    Li, Xun
    Li, Zhongfei
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 14 (01) : 249 - 265
  • [2] A mean-field formulation for multi-period asset-liability mean-variance portfolio selection with an uncertain exit time
    Cui, Xiangyu
    Li, Xun
    Wu, Xianping
    Yi, Lan
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2018, 69 (04) : 487 - 499
  • [3] Mean-field formulation for mean-variance asset-liability management with cash flow under an uncertain exit time
    Liu, Wei
    Sun, Youfa
    Chen, Xu
    [J]. OPEN MATHEMATICS, 2022, 20 (01): : 24 - 37
  • [4] Multi-period mean-variance asset-liability management with uncontrolled cash flow and uncertain time-horizon
    Yao, Haixiang
    Zeng, Yan
    Chen, Shumin
    [J]. ECONOMIC MODELLING, 2013, 30 : 492 - 500
  • [5] Multi-period portfolio optimization for asset-liability management with bankrupt control
    Li, Chanjuan
    Li, Zhongfei
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2012, 218 (22) : 11196 - 11208
  • [6] The Impact of General Correlation Under Multi-Period Mean-Variance Asset-Liability Portfolio Management
    Wu Xianping
    Wu Weiping
    Lin Yu
    [J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2023, 36 (06) : 2515 - 2535
  • [7] Multi-period portfolio selection for asset-liability management with uncertain investment horizon
    Yi, Lan
    Li, Zhongfei
    Li, Duan
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2008, 4 (03) : 535 - 552
  • [8] The Impact of General Correlation Under Multi-Period Mean-Variance Asset-Liability Portfolio Management
    WU Xianping
    WU Weiping
    LIN Yu
    [J]. Journal of Systems Science & Complexity, 2023, 36 (06) : 2515 - 2535
  • [9] The Impact of General Correlation Under Multi-Period Mean-Variance Asset-Liability Portfolio Management
    Xianping Wu
    Weiping Wu
    Yu Lin
    [J]. Journal of Systems Science and Complexity, 2023, 36 (6) : 2515 - 2535
  • [10] Better than optimal mean-variance portfolio policy in multi-period asset-liability management problem
    Cui, Xiangyu
    Li, Xun
    Yang, Lanzhi
    [J]. OPERATIONS RESEARCH LETTERS, 2020, 48 (06) : 693 - 696