Overview
- Required reading for anyone involved with the active research area of complex networks
- Reviews the theory and computation of the most important fractal dimensions, including the box counting dimension, the correlation dimension, the mass dimension, the transfinite fractal dimension, the information dimension, the generalized dimensions (which provide a way to describe multifractal networks), and the sandbox method (for approximating the generalized dimensions)
Part of the book series: SpringerBriefs in Computer Science (BRIEFSCOMPUTER)
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About this book
Anyone interested in the theory and application of networks will want to read this Brief. This includes anyone studying, e.g., social networks, telecommunications networks, transportation networks, ecological networks, food chain networks, network models of the brain, or financial networks.
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Bibliographic Information
Book Title: A Survey of Fractal Dimensions of Networks
Authors: Eric Rosenberg
Series Title: SpringerBriefs in Computer Science
DOI: https://doi.org/10.1007/978-3-319-90047-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Author(s), under exclusive licence to Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-90046-9Published: 11 June 2018
eBook ISBN: 978-3-319-90047-6Published: 29 May 2018
Series ISSN: 2191-5768
Series E-ISSN: 2191-5776
Edition Number: 1
Number of Pages: XI, 84
Number of Illustrations: 15 b/w illustrations, 23 illustrations in colour
Topics: Computer Communication Networks, Number Theory, Numerical and Computational Physics, Simulation, Applications of Graph Theory and Complex Networks