Multi-attribute decision making applied to financial portfolio optimization problem
作者:
Highlights:
• Proposition of a mean-CVaR portfolio optimization model with integer variables.
• Development of an evolutionary algorithm for solving the proposed model.
• Comparison of proposed and existing multi-attribute decision-making methods.
• Trading simulations show that investor profiles affect gains provided by the method.
摘要
•Proposition of a mean-CVaR portfolio optimization model with integer variables.•Development of an evolutionary algorithm for solving the proposed model.•Comparison of proposed and existing multi-attribute decision-making methods.•Trading simulations show that investor profiles affect gains provided by the method.
论文关键词:Portfolio optimization,Multiobjective optimization,Multi-attribute decision-making methods
论文评审过程:Received 28 October 2019, Revised 9 March 2020, Accepted 3 May 2020, Available online 11 May 2020, Version of Record 20 May 2020.
论文官网地址:https://doi.org/10.1016/j.eswa.2020.113527