Introduction to Spectral Graph Theory (Compact Textbooks in Mathematics) - Softcover

Naderi, Kiyan; Pankrashkin, Konstantin

 
9783032017079: Introduction to Spectral Graph Theory (Compact Textbooks in Mathematics)
Softcover
ISBN 10: 3032017076 ISBN 13: 9783032017079
Verlag: Birkhäuser, 2026

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

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.

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Birkhäuser
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
3032017076
ISBN 13 
9783032017079
Einband
Taschenbuch
Anzahl der Seiten
216
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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Osnabrück
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