ROBUST MULTI-PERIOD AND MULTI-OBJECTIVE PORTFOLIO SELECTION

被引:7
作者
Jiang, Lin [1 ]
Wang, Song [1 ]
机构
[1] Curtin Univ, Dept Math & Stat, GPO Box U1987, Perth, WA 6845, Australia
关键词
Portfolio selection; robust optimization; multi-objective optimization; weighted-sum; OPTIMIZATION; ALGORITHM;
D O I
10.3934/jimo.2019130
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a multi-period multi-objective portfolio selection problem with uncertainty is studied. Under the assumption that the uncertainty set is ellipsoidal, the robust counterpart of the proposed problem can be transformed into a standard multi-objective optimization problem. A weighted-sum approach is then introduced to obtain Pareto front of the problem. Numerical examples will be presented to illustrate the proposed method and validate the effectiveness and efficiency of the model developed.
引用
收藏
页码:695 / 709
页数:15
相关论文
共 20 条
[11]   Robustness properties of mean-variance portfolios [J].
Schoettle, Katrin ;
Werner, Ralf .
OPTIMIZATION, 2009, 58 (06) :641-663
[12]   Markowitz-based portfolio selection with minimum transaction lots, cardinality constraints and regarding sector capitalization using genetic algorithm [J].
Soleimani, Hamed ;
Golmakani, Hamid Reza ;
Salimi, Mohammad Hossein .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) :5058-5063
[13]   SPARSE MARKOWITZ PORTFOLIO SELECTION BY USING STOCHASTIC LINEAR COMPLEMENTARITY APPROACH [J].
Wang, Qiyu ;
Sun, Hailin .
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 14 (02) :541-559
[14]   MULTI-PERIOD MEAN-VARIANCE PORTFOLIO SELECTION WITH FIXED AND PROPORTIONAL TRANSACTION COSTS [J].
Wang, Zhen ;
Liu, Sanyang .
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2013, 9 (03) :643-657
[15]   Min-max optimal control of linear systems with uncertainty and terminal state constraints [J].
Wu, Changzhi ;
Teo, Kok Lay ;
Wu, Soonyi .
AUTOMATICA, 2013, 49 (06) :1809-1815
[16]   Robust multiobjective portfolio optimization: A minimax regret approach [J].
Xidonas, Panos ;
Mavrotas, George ;
Hassapis, Christis ;
Zopounidis, Constantin .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 262 (01) :299-305
[17]  
Yi L, 2008, J IND MANAG OPTIM, V4, P535
[18]  
Zhang N., 2018, J IND MANAG OPTIM
[19]   CHANCE-CONSTRAINED MULTIPERIOD MEAN ABSOLUTE DEVIATION UNCERTAIN PORTFOLIO SELECTION [J].
Zhang, Peng .
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2019, 15 (02) :537-564
[20]   Decomposition-based multi-objective firefly algorithm for RFID network planning with uncertainty [J].
Zhao, Chuanxin ;
Wu, Changzhi ;
Chai, Jian ;
Wang, Xiangyu ;
Yang, Xinmin ;
Lee, Jae-Myung ;
Kim, Mi Jeong .
APPLIED SOFT COMPUTING, 2017, 55 :549-564