Overview
Provides a comprehensive review of this interdisciplinary field
Illustrates how graph theory and statistical physics can help solving practical problems
Contains many examples of real-world applications from transportation networks to the brain
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Table of contents (20 chapters)
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Front Matter
Keywords
About this book
The book puts a special emphasis on analyzing complex systems which are organized under the form of networks where nodes and edges are embedded in space. In these networks, space is relevant, and topology alone does not contain all the information. Characterizing and understanding the structure and the evolution of spatial networks is thus crucial for many different fields, ranging from urbanism to epidemiology.
This subject is therefore at the crossroad of many fields and is of potential interest to a broad audience comprising physicists, mathematicians, engineers, geographers or urbanists. In this book, the author has expanded his previous book ("Morphogenesis of Spatial Networks") to serve as a textbook and reference on this topic for a wide range of students and professional researchers.
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Authors and Affiliations
About the author
Marc Barthelemy is a former student of the Ecole Normale Superieure of Paris. In 1992, He graduated at the University of Paris VI with a thesis in theoretical physics titled "Random walks in random media". After his thesis, he focused on disordered systems and their properties, and since 1992, he have held a permanent position at the CEA. Presently, Marc Barthelemy is a research director at the Institute of Theoretical Physics (IPhT) in Saclay and a member of the Center of Social Analysis and Mathematics (CAMS) at the Ecole des Hautes Etudes en Sciences Sociales (EHESS).
His research interests moved towards applications of statistical physics to complex systems, complex networks, theoretical epidemiology, and more recently on spatial networks. Focusing on both data analysis and modeling with the tools of statistical physics, Barthelemy is currently also working on various aspects of the emerging science of cities.
Bibliographic Information
Book Title: Spatial Networks
Book Subtitle: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications
Authors: Marc Barthelemy
DOI: https://doi.org/10.1007/978-3-030-94106-2
Publisher: Springer Cham
eBook Packages: Physics and Astronomy, Physics and Astronomy (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Hardcover ISBN: 978-3-030-94105-5Published: 21 February 2022
Softcover ISBN: 978-3-030-94108-6Published: 22 February 2023
eBook ISBN: 978-3-030-94106-2Published: 20 February 2022
Edition Number: 1
Number of Pages: XIX, 437
Number of Illustrations: 84 b/w illustrations, 157 illustrations in colour
Topics: Graph Theory, Theoretical, Mathematical and Computational Physics, Applied Statistics