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Introduction to spectral graph theory

Naderi, Kiyan.

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Introduction to spectral graph theory

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Introduction to spectral graph theory/ by Kiyan Naderi, Konstantin Pankrashkin.
作者:	Naderi, Kiyan.
其他作者:	Pankrashkin, Konstantin.
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xii, 204 p. :ill. (some col.), digital ;24 cm.
內容註:	Chapter 1. Elementary Theory -- Chapter 2. Graph Properties and Min-Max Principle -- Chapter 3. Partitions and Eigenfunctions -- Chapter 4. Planarity and Colin de Verdiére Invariant.
Contained By:	Springer Nature eBook
標題:	Graph theory. -
電子資源:	https://doi.org/10.1007/978-3-032-01708-6
ISBN:	9783032017086

Introduction to spectral graph theory
Naderi, Kiyan.

Introduction to spectral graph theory[electronic resource] /by Kiyan Naderi, Konstantin Pankrashkin. - Cham :Springer Nature Switzerland :2025. - xii, 204 p. :ill. (some col.), digital ;24 cm. - Compact textbooks in mathematics,2296-455X. - Compact textbooks in mathematics..

Chapter 1. Elementary Theory -- Chapter 2. Graph Properties and Min-Max Principle -- Chapter 3. Partitions and Eigenfunctions -- Chapter 4. Planarity and Colin de Verdiére Invariant.

This book offers an introduction to key topics in spectral graph theory. In spectral graph theory, various properties of graphs are studied using methods from linear algebra, particularly through the eigenvalues and eigenvectors of different matrices that describe the graph structure. Various aspects of graph theory find applications within the field of data science. In this book, the necessary foundations of abstract graph theory and linear algebra are covered in parallel, making it suitable for students in their early semesters. The book has been tested multiple times in one-semester-long lectures and is therefore well-suited as a basis for a course and a collection of exercises for instructors.

ISBN: 9783032017086

Standard No.: 10.1007/978-3-032-01708-6doiSubjects--Topical Terms:

523815
Graph theory.

LC Class. No.: QA166

Dewey Class. No.: 511.5

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