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Introduction to Spectral Graph Theory
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Introduction to Spectral Graph Theory

Book Details

Format Paperback / Softback
ISBN-10 3032017076
ISBN-13 9783032017079
Publisher Springer Nature Switzerland AG
Imprint Birkhauser
Country of Manufacture GB
Country of Publication GB
Publication Date Jan 3rd, 2026
Print length 204 Pages
Weight 338 grams
Dimensions 23.40 x 15.60 x 1.50 cms
Ksh 7,200.00
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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.
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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