bookCambridge University Press eBooksOct 15, 2009Closed access

An Introduction to the Theory of Graph Spectra

Serbian Academy of Sciences and Arts · Arheološki Institut · +1 more institution

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Abstract

This introductory text explores the theory of graph spectra: a topic with applications across a wide range of subjects, including computer science, quantum chemistry and electrical engineering. The spectra examined here are those of the adjacency matrix, the Seidel matrix, the Laplacian, the normalized Laplacian and the signless Laplacian of a finite simple graph. The underlying theme of the book is the relation between the eigenvalues and structure of a graph. Designed as an introductory text for graduate students, or anyone using the theory of graph spectra, this self-contained treatment assumes only a little knowledge of graph theory and linear algebra. The authors include many developments in the field…

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Topics & keywords

Keywords
  • Adjacency matrix
  • Spectral graph theory
  • Laplacian matrix
  • Graph theory
  • Linear algebra
  • Mathematical proof
  • Eigenvalues and eigenvectors
  • Graph
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