Introduction to Spectral Graph Theory (Compact Textbooks in Mathematics)

★★★★★ 4.4 113 reviews

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Management number 219445813 Release Date 2026/05/03 List Price $20.00 Model Number 219445813
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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. Read more

ISBN10 3032017076
ISBN13 978-3032017079
Language English
Publisher Birkhäuser
Dimensions 6.1 x 0.49 x 9.25 inches
Item Weight 11.9 ounces
Print length 216 pages
Publication date January 3, 2026

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