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A note on heat kernel of graphs.
Yang, Yang; Ke, Wei; Wang, Zhe; Qiao, Haiyan.
Afiliación
  • Yang Y; College of Aerospace and Civil Engineering, Harbin Engineering University, Harbin 150001, China.
  • Ke W; College of Artificial Intelligence, Tianjin University of Science and Technology, Tianjin 300457, China.
  • Wang Z; Key Laboratory of Dual Dielectric Power Technology, Hebei Hanguang Industry Co. Ltd., Handan 056017, China.
  • Qiao H; Key Laboratory of Dual Dielectric Power Technology, Hebei Hanguang Industry Co. Ltd., Handan 056017, China.
Heliyon ; 10(12): e32235, 2024 Jun 30.
Article en En | MEDLINE | ID: mdl-39183868
ABSTRACT
Consider a simple undirected connected graph G, with D ( G ) and A ( G ) representing its degree and adjacency matrices, respectively. Furthermore, L ( G ) = D ( G ) - A ( G ) is the Laplacian matrix of G, and H t = exp ⁡ ( - t L ( G ) ) is the heat kernel (HK) of G, with t > 0 denoting the time variable. For a vertex u ∈ V ( G ) , the uth element of the diagonal of the HK is defined as H t ( u , u ) = ( exp ⁡ ( - t L ( G ) ) ) u u = ∑ k = 0 ∞ ( ( - t L ( G ) ) k ) u u k ! , and H E ( G ) = ∑ i = 1 n e - t λ i = ∑ u = 1 n H t ( u , u ) is the HK trace of G, where λ 1 , λ 2 , ⋯ , λ n denote the eigenvalues of L ( G ) . This study provides new computational formulas for the HK diagonal entries of graphs using an almost equitable partition and the Schur complement technique. We also provide bounds for the HK trace of the graphs.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Heliyon Año: 2024 Tipo del documento: Article País de afiliación: China Pais de publicación: Reino Unido

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Heliyon Año: 2024 Tipo del documento: Article País de afiliación: China Pais de publicación: Reino Unido