Druck auf Anfrage Neuware - Printed after ordering - 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.

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Bibliographic Details

Title: Introduction to Spectral Graph Theory
Publisher: Birkh�user, Springer International Publishing
Publication Date: 2026
Language: English
ISBN 10: 3032017076
ISBN 13: 9783032017079
Binding: Taschenbuch
Condition: Neu
Dimensions: 235 millimeters width by 155 millimeters height by 12 millimeters depth
Weight: 335 grams

About this title

Synopsis

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.

About the Author

Kiyan Naderi is a researcher at Carl von Ossietzky University in Oldenburg, Germany.

Konstantin Pankrashkin is a professor for analysis and its applications at Carl von Ossietzky University in Oldenburg, Germany.

"About this title" may belong to another edition of this title.

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