On the Continuity of Efficient Solution Mappings in Portfolio Optimization

This paper investigates the stability of a portfolio optimization model. After obtaining explicit analytical expressions for the sets of efficient and weakly efficient portfolios and analyzing their structural characteristics, we developed a corresponding framework for stability analysis. Through this framework, we observed that the stability of the solution set mappings, including outer-semicontinuity, inner-semicontinuity and Lipschitz continuity, is closely related to the ranking of the assets’ expected returns. This understanding enables a shift in stability assessment from traditional numerical simulation towards algebraic verification of asset parameters, potentially offering a more effective approach for stability analysis in this class of models.

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Publication Details

Journal
Mathematics
Published
2025-11-26
DOI
https://doi.org/10.3390/math13233793
Primary Topic
Risk and Portfolio Optimization
Type
article
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article

On the Continuity of Efficient Solution Mappings in Portfolio Optimization

Jia Liu, Hongyu Yang
Mathematics
Risk and Portfolio Optimization
article

On the Continuity of Efficient Solution Mappings in Portfolio Optimization

Jia Liu, Hongyu Yang
article en

Abstract

This paper investigates the stability of a portfolio optimization model. After obtaining explicit analytical expressions for the sets of efficient and weakly efficient portfolios and analyzing their structural characteristics, we developed a corresponding framework for stability analysis. Through this framework, we observed that the stability of the solution set mappings, including outer-semicontinuity, inner-semicontinuity and Lipschitz continuity, is closely related to the ranking of the assets’ expected returns. This understanding enables a shift in stability assessment from traditional numerical simulation towards algebraic verification of asset parameters, potentially offering a more effective approach for stability analysis in this class of models.

MathematicsVol. 13(23)
Civil Aviation Flight University of China (CN)
Openalex Percentile: Top 58%
Risk and Portfolio Optimization
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