Maximum-Entropy Networks Pattern Detection, Network Reconstruction and Graph Combinatorics /

• Main Authors: Squartini, Tiziano (Author), Garlaschelli, Diego (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: SpringerBriefs in Complexity,
• Subjects: Physics.; System theory.; Graph theory.; Complexity, Computational.; Applications of Graph Theory and Complex Networks.; Statistical Physics and Dynamical Systems.; Complex Systems.; Graph Theory.; Complexity.

This book is an introduction to maximum-entropy models of random graphs with given topological properties and their applications. Its original contribution is the reformulation of many seemingly different problems in the study of both real networks and graph theory within the unified framework of ma...