A Goal Programming Model with Satisfaction Function for Risk Management and Optimal Portfolio Diversification

A Goal Programming Model with Satisfaction Function for Risk Management and Optimal Portfolio Diversification

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Article ID: iaor20132649
Volume: 50
Issue: 3
Start Page Number: 117
End Page Number: 126
Publication Date: Apr 2013
Journal: INFOR: Information Systems and Operational Research
Authors: ,
Keywords: portfolio optimization
Abstract:

We extend the classical risk minimization model with scalar risk measures to the general case of set‐valued risk measures. The problem we obtain is a set‐valued optimization model and we propose a goal programming‐based approach with satisfaction function to obtain a solution which represents the best compromise between goals and the achievement levels. Numerical examples are provided to illustrate how the method works in practical situations.

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