Multiperiod portfolio optimization with multiple risky assets and general transaction costs

被引:31
作者
Mei, Xiaoling [1 ,2 ]
DeMiguel, Victor [3 ]
Nogales, Francisco J. [4 ]
机构
[1] Xiamen Univ, Dept Finance, Sch Econ, Xiamen, Fujian, Peoples R China
[2] Xiamen Univ, Wang Yanan Inst Study Econ WISE, Xiamen, Fujian, Peoples R China
[3] London Business Sch, Management Sci & Operat, London, England
[4] Univ Carlos III Madrid, Dept Stat, E-28903 Getafe, Spain
关键词
Portfolio optimization; Multiperiod utility; No-trade region; Market impact; INVESTMENT; CONSUMPTION; ALLOCATION; SELECTION;
D O I
10.1016/j.jbankfin.2016.04.002
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We analyze the optimal portfolio policy for a multiperiod mean-variance investor facing multiple risky assets in the presence of general transaction costs. For proportional transaction costs, we give a closed form expression for a no-trade region, shaped as a multi-dimensional parallelogram, and show how the optimal portfolio policy can be efficiently computed for many risky assets by solving a single quadratic program. For market impact costs, we show that at each period it is optimal to trade to the boundary of a state-dependent rebalancing region. Finally, we show empirically that the losses associated with ignoring transaction costs and behaving myopically may be large. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:108 / 120
页数:13
相关论文
共 50 条
[31]   PORTFOLIO OPTIMIZATION FOR JUMP-DIFFUSION RISKY ASSETS WITH REGIME SWITCHING: A TIME-CONSISTENT APPROACH [J].
Zhang, Caibin ;
Liang, Zhibin ;
Yuen, Kam Chuen .
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2022, 18 (01) :341-365
[32]   An algorithm for portfolio optimization with variable transaction costs, part 1: Theory [J].
Best, M. J. ;
Hlouskova, J. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2007, 135 (03) :563-581
[33]   Portfolio Optimization for Assets with Stochastic Yields and Stochastic Volatility [J].
Pang, Tao ;
Varga, Katherine .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2019, 182 (02) :691-729
[34]   Portfolio optimization under D.C. transaction costs and minimal transaction unit constraints [J].
Hiroshi Konno ;
Annista Wijayanayake .
Journal of Global Optimization, 2002, 22 :137-154
[35]   An Algorithm for Portfolio Optimization with Variable Transaction Costs, Part 1: Theory [J].
M. J. Best ;
J. Hlouskova .
Journal of Optimization Theory and Applications, 2007, 135 :563-581
[36]   Doubly elastic net regularized online portfolio optimization with transaction costs [J].
Yao, Xiaoting ;
Zhang, Na .
SCIENTIFIC REPORTS, 2023, 13 (01)
[37]   Simulation-based portfolio optimization for large portfolios with transaction costs [J].
Muthuraman, Kumar ;
Zha, Haining .
MATHEMATICAL FINANCE, 2008, 18 (01) :115-134
[38]   Dynamic portfolio optimization with transaction costs and state-dependent drift [J].
Palczewski, Jan ;
Poulsen, Rolf ;
Schenk-Hoppe, Klaus Reiner ;
Wang, Huamao .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 243 (03) :921-931
[39]   Technical Note-A Robust Perspective on Transaction Costs in Portfolio Optimization [J].
Olivares-Nadal, Alba V. ;
DeMiguel, Victor .
OPERATIONS RESEARCH, 2018, 66 (03) :733-739
[40]   A memetic algorithm for cardinality-constrained portfolio optimization with transaction costs [J].
Ruiz-Torrubiano, Ruben ;
Suarez, Alberto .
APPLIED SOFT COMPUTING, 2015, 36 :125-142