Graph Spectra for Complex Networks Van Mieghem Paperback 9781009366809 2e

Graph Spectra for Complex Networks\n\nSpectral properties of the adjacency, Laplacian and effective resistance matrices of graphs are derived and applied to complex networks.\n\nPiet Van Mieghem (Author)\n\n9781009366809, Cambridge University Press\n\nPaperback / softback, published 21 September 2023\n\n536 pages\n24.2 x 17 x 3.1 cm, 0.92 kg\n\n'This book provides a comprehensive background in the area, especially for researchers and graduate students \u2026 Highly recommended.' J. T. Saccoman, CHOICE\n\nThis concise and self-contained introduction builds up the spectral theory of graphs from scratch, with linear algebra and the theory of polynomials developed in the later parts. The book focuses on properties and bounds for the eigenvalues of the adjacency, Laplacian and effective resistance matrices of a graph. The goal of the book is to collect spectral properties that may help to understand the behavior or main characteristics of real-world networks. The chapter on spectra of com]