On Discrete Gradient Vector Fields and Laplacians of Simplicial Complexes

Pub Date : 2023-05-30 DOI:10.1007/s00026-023-00655-1
Ivan Contreras, Andrew Tawfeek
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Abstract

Discrete Morse theory, a cell complex-analog to smooth Morse theory allowing homotopic tools in the discrete realm, has been developed over the past few decades since its original formulation by Robin Forman in 1998. In particular, discrete gradient vector fields on simplicial complexes capture important topological features of the structure. We prove that the characteristic polynomials of the Laplacian matrices of a simplicial complex are generating functions for discrete gradient vector fields if the complex is a triangulation of an orientable manifold. Furthermore, we provide a full characterization of the correspondence between rooted forests in higher dimensions and discrete gradient vector fields.

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论离散梯度矢量场和简单复数的拉普拉斯
离散莫尔斯理论(Discrete Morse theory)是光滑莫尔斯理论(smooth Morse theory)的单元复数类似理论,允许在离散领域使用同构工具,自罗宾-福曼(Robin Forman)于 1998 年首次提出该理论以来,已经发展了几十年。特别是,单纯复数上的离散梯度向量场捕捉到了结构的重要拓扑特征。我们证明,如果复数是可定向流形的三角剖分,那么简并复数的拉普拉斯矩阵的特征多项式就是离散梯度向量场的生成函数。此外,我们还提供了高维根森林与离散梯度向量场之间对应关系的完整表征。
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