Graph Spectra for Complex Networks

Book Description

Analyzing the behavior of complex networks is an important element in the design of new man-made structures such as and biologically engineered molecules. Because any complex network can be represented by a , and therefore in turn by a matrix, has become a powerful tool in the investigation of network performance. This self-contained book provides a concise introduction to the of graph spectra and its applications to the study of complex networks. Covering a range of types of and topics important to the of complex systems, this guide provides the mathematical foundation needed to understand and apply spectral insight to real-world systems. In particular, the general properties of both the adjacency and Laplacian spectrum of graphs are derived and applied to complex networks. An ideal resource for researchers and students in communications networking as well as in physics and mathematics.

Book Details

  • Title: Graph Spectra for Complex Networks
  • Author:
  • Length: 364 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2011-01-17
  • ISBN-10: 052119458X
  • ISBN-13: 9780521194587