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幾何学/最適輸送arXiv:2307.10017

大域座標における力学と最適輸送の幾何学

Geometry in global coordinates in mechanics and optimal transport

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埋め込み多様体上の幾何学的量を大域座標で表現する手法を提案し、剛体力学やグラスマン多様体上のハミルトン力学、最適輸送の断面曲率の解析に応用した。

著者: Du Nguyen

分類: math.DG, cs.RO, cs.SY, eess.SY, math-ph, math.MP

原文アブストラクト

For a manifold embedded in an inner product space, we express geometric quantities such as {\it Hamilton vector fields, affine and Levi-Civita connections, curvature} in global coordinates. Instead of coordinate indices, the global formulas for most quantities are expressed as {\it operator-valued} expressions, using an {\it affine projection} to the tangent bundle. For a submersion image of an embedded manifold, we introduce {\it liftings} of Hamilton vector fields, allowing us to use embedded coordinates on horizontal bundles. We derive a {\it Gauss-Codazzi equation} for affine connections on vector bundles. This approach allows us to evaluate geometric expressions globally, and could be used effectively with modern numerical frameworks in applications. Examples considered include rigid body mechanics and Hamilton mechanics on Grassmann manifolds. We show explicitly the cross-curvature (MTW-tensor) for the {\it Kim-McCann} metric with a reflector antenna-type cost function on the space of positive-semidefinite matrices of fixed rank has nonnegative cross-curvature, while the corresponding cost could have negative cross-curvature on Grassmann manifolds, except for projective spaces.

PR本紙発行元 EmplifAI