Search Results

Graphs and Discrete Dirichlet Spaces

Download or Read eBook Graphs and Discrete Dirichlet Spaces PDF written by Matthias Keller and published by Springer Nature. This book was released on 2021-10-22 with total page 675 pages. Available in PDF, EPUB and Kindle.
Graphs and Discrete Dirichlet Spaces
Author :
Publisher : Springer Nature
Total Pages : 675
Release :
ISBN-10 : 9783030814595
ISBN-13 : 3030814599
Rating : 4/5 (95 Downloads)

Book Synopsis Graphs and Discrete Dirichlet Spaces by : Matthias Keller

Book excerpt: The spectral geometry of infinite graphs deals with three major themes and their interplay: the spectral theory of the Laplacian, the geometry of the underlying graph, and the heat flow with its probabilistic aspects. In this book, all three themes are brought together coherently under the perspective of Dirichlet forms, providing a powerful and unified approach. The book gives a complete account of key topics of infinite graphs, such as essential self-adjointness, Markov uniqueness, spectral estimates, recurrence, and stochastic completeness. A major feature of the book is the use of intrinsic metrics to capture the geometry of graphs. As for manifolds, Dirichlet forms in the graph setting offer a structural understanding of the interaction between spectral theory, geometry and probability. For graphs, however, the presentation is much more accessible and inviting thanks to the discreteness of the underlying space, laying bare the main concepts while preserving the deep insights of the manifold case. Graphs and Discrete Dirichlet Spaces offers a comprehensive treatment of the spectral geometry of graphs, from the very basics to deep and thorough explorations of advanced topics. With modest prerequisites, the book can serve as a basis for a number of topics courses, starting at the undergraduate level.


Graphs and Discrete Dirichlet Spaces Related Books

Scroll to top