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Research Article | Open Access

Optimal investment strategy for an investor with partial information under exchange rate risk based on Malliavin calculus

Hongwei Liu1,2,3( )Tianjing Kan1
School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
Center for Applied Mathematics of Guangxi(GUET), Guilin 541004, China
Guangxi Colleges and Universities Key Laboratory of Data Analysis and Computation, Guilin University of Electronic Technology, Guilin 541004, China
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Abstract

This paper investigates the optimal investment decision for an investor with partial information under the criterion of maximizing the expected utility of terminal wealth. The domestic and foreign stock prices, as well as the exchange rate, are modeled as jump-diffusion processes with stochastic coefficients. By employing Malliavin calculus, we derive a sufficient and necessary condition for the optimal investment strategy in cross-border transactions. In some special cases, a closed-form expression is obtained. Finally, a numerical example is provided to illustrate the impacts of parameters ρ 1 , ρ 2 , and σ R on the optimal investment strategy.

CLC number: 91G80, 93E20

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AIMS Mathematics
Pages 30528-30543

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Cite this article:
Liu H, Kan T. Optimal investment strategy for an investor with partial information under exchange rate risk based on Malliavin calculus. AIMS Mathematics, 2025, 10(12): 30528-30543. https://doi.org/10.3934/math.20251339

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Received: 20 October 2025
Revised: 03 December 2025
Accepted: 15 December 2025
Published: 25 December 2025
©2025 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)