NANAAug 28, 2018

Numerical Solution of Monge-Kantorovich Equations via a dynamic formulation

arXiv:1709.0676534 citationsh-index: 37
Originality Synthesis-oriented
AI Analysis

It provides a new computational approach for optimal transport problems, which are important in image processing and machine learning, but the method is incremental as it builds on existing PDE formulations.

The paper proposes a biologically inspired dynamic model for numerically solving L1-PDE based optimal transportation equations, achieving efficient solutions for the Monge-Kantorovich problem.

We propose a biologically inspired dynamic model for the numerical solution of the $L^{1}$-PDE based optimal transportation model.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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