Mean Field Game with Reflected Jump Diffusion Dynamics: A Linear Programming Approach

This paper develops a linear programming approach for mean field games with reflected jump-diffusion dynamics. We first prove the equivalence between the mean field equilibria in the linear programming formulation and those in the weak relaxed control formulation under some measurability and growth conditions on model coefficients. Building upon the characterization of the occupation measure in the equivalence result, we further establish the existence of linear programming mean field equilibria under fairly general conditions on model coefficients. Finally, a numerical example is presented to illustrate the computation of a mean field equilibrium using the linear programming formulation.

Publication Details

Journal
ArXiv.org
Published
2025-08-28
Primary Topic
Geological Studies and Exploration
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article
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article

Mean Field Game with Reflected Jump Diffusion Dynamics: A Linear Programming Approach

ArXiv.org
Geological Studies and Exploration
article

Mean Field Game with Reflected Jump Diffusion Dynamics: A Linear Programming Approach

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Abstract

This paper develops a linear programming approach for mean field games with reflected jump-diffusion dynamics. We first prove the equivalence between the mean field equilibria in the linear programming formulation and those in the weak relaxed control formulation under some measurability and growth conditions on model coefficients. Building upon the characterization of the occupation measure in the equivalence result, we further establish the existence of linear programming mean field equilibria under fairly general conditions on model coefficients. Finally, a numerical example is presented to illustrate the computation of a mean field equilibrium using the linear programming formulation.

ArXiv.org
Openalex Percentile: Top 36%
Geological Studies and Exploration
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Mean Field Game with Reflected Jump Diffusion Dynamics: A Linear Programming Approach · ArXiv.org (2025) | TGRS Research Map | TGRS