<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Financial market uncertainty necessitates sophisticated asset allocation and portfolio optimization strategies for enhanced returns and risk mitigation. This study explores stochastic optimization methods to overcome the limitations of traditional models in complex market environments. By employing expected utility theory and the Lagrange multiplier method, we develop an optimization model that facilitates fair equity pricing and enables dynamic allocation of financial assets, outperforming traditional approaches in simulated markets. Specifically, our method yields mean allocations for state-owned and non-state-owned enterprises at 17.4112 and 16.9297, respectively, demonstrating its superiority. Analysis of bank asset portfolios reveals significant improvements in asset structure and yields, underscoring the effectiveness of stochastic optimization in financial asset management, offering substantial benefits in efficiency and investment returns.</p>
</abstract>

Financial market uncertainty necessitates sophisticated asset allocation and portfolio optimization strategies for enhanced returns and risk mitigation. This study explores stochastic optimization methods to overcome the limitations of traditional models in complex market environments. By employing expected utility theory and the Lagrange multiplier method, we develop an optimization model that facilitates fair equity pricing and enables dynamic allocation of financial assets, outperforming traditional approaches in simulated markets. Specifically, our method yields mean allocations for state-owned and non-state-owned enterprises at 17.4112 and 16.9297, respectively, demonstrating its superiority. Analysis of bank asset portfolios reveals significant improvements in asset structure and yields, underscoring the effectiveness of stochastic optimization in financial asset management, offering substantial benefits in efficiency and investment returns.

Financial Asset Allocation and Portfolio Optimization Strategies Based on Stochastic Optimization Methods

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Financial market uncertainty necessitates sophisticated asset allocation and portfolio optimization strategies for enhanced returns and risk mitigation. This...

Financial Asset Allocation and Portfolio Optimization Strategies Based on Stochastic Optimization Methods

Published Online: May 03, 2024

Page range: -

Received: Apr 04, 2024

Accepted: Apr 21, 2024

DOI: https://doi.org/10.2478/amns-2024-0877

Keywords
Financial asset allocation, Portfolio optimization, Stochastic optimization methods, Expected utility theory

© 2024 Tao Yang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Financial Asset Allocation and Portfolio Optimization Strategies Based on Stochastic Optimization Methods

Published Online: May 03, 2024

Page range: -

Received: Apr 04, 2024

Accepted: Apr 21, 2024

DOI: https://doi.org/10.2478/amns-2024-0877

KeywordsFinancial asset allocation, Portfolio optimization, Stochastic optimization methods, Expected utility theory

© 2024 Tao Yang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Financial asset allocation, Portfolio optimization, Stochastic optimization methods, Expected utility theory