A Computational Study of Optimal Transport Problems Using Generalized Frobenius-Perron Operators

We propose a new perspective by connecting continuous optimal transport problems to the newly defined concept of generalized Frobenius-Perron operators. Based on this formulation, we numerically construct transport mappings that approximately satisfy the required constraint, thereby transforming the original variational problem into a tractable numerical optimization task. Here the optimal transport mapping is approximated by using either linear or cubic splines. Experimental results demonstrate that the proposed method can effectively approximate the true optimal transport mapping with some accuracy.

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Publication Details

Journal
East Asian Journal on Applied Mathematics
Published
2026-10-30
DOI
https://doi.org/10.4208/eajam.2026-058.110726
Primary Topic
Geometric Analysis and Curvature Flows
Type
article
Field-Weighted Citation Impact
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article

A Computational Study of Optimal Transport Problems Using Generalized Frobenius-Perron Operators

Jiu Ding, Congming Jin, Zhanda Wen
1 links
East Asian Journal on Applied Mathematics
Geometric Analysis and Curvature Flows
article

A Computational Study of Optimal Transport Problems Using Generalized Frobenius-Perron Operators

Jiu Ding, Congming Jin, Zhanda Wen
article en

Abstract

We propose a new perspective by connecting continuous optimal transport problems to the newly defined concept of generalized Frobenius-Perron operators. Based on this formulation, we numerically construct transport mappings that approximately satisfy the required constraint, thereby transforming the original variational problem into a tractable numerical optimization task. Here the optimal transport mapping is approximated by using either linear or cubic splines. Experimental results demonstrate that the proposed method can effectively approximate the true optimal transport mapping with some accuracy.

East Asian Journal on Applied Mathematics
Zhejiang Sci-Tech University (CN), Nanfang College Guangzhou (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 7%
Geometric Analysis and Curvature Flows
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