Téléchargez le livre : Models, Algorithms, and Technologies for Network Analysis

Models, Algorithms, and Technologies for Network Analysis

NET 2016, Nizhny Novgorod, Russia, May 2016

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Springer


Collection :

Springer Proceedings in Mathematics & Statistics

Paru le : 2017-06-23



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Description

This valuable source for graduate students and researchers provides a comprehensive introduction to current theories and applications in optimization methods and network models. Contributions to this book are focused on new efficient algorithms and rigorous mathematical theories, which can be used to optimize and analyze mathematical graph structures with massive size and high density induced by natural or artificial complex networks. Applications to social networks, power transmission grids, telecommunication networks, stock market networks, and human brain networks are presented.
Chapters in this book cover the following topics:Linear max min fairness
Heuristic approaches for high-quality solutions
Efficient approaches for complex multi-criteria optimization problems
Comparison of heuristic algorithms
New  heuristic iterative local search 
Power in network structures
Clustering nodes in random graphs
Power transmission grid structure
Network decomposition problems
Homogeneity hypothesis testing
Network analysis of international migration
Social networks with node attributes
Testing hypothesis on degree distribution in the market graphs
Machine learning applications to human brain network studies



 This proceeding is a result of The 6th International Conference on Network Analysis held at the Higher School of Economics, Nizhny Novgorod in May 2016. The conference brought together scientists and engineers from industry, government, and academia to discuss the links between network analysis and a variety of fields.
Pages
277 pages
Collection
Springer Proceedings in Mathematics & Statistics
Parution
2017-06-23
Marque
Springer
EAN papier
9783319568287
EAN PDF
9783319568294
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
7107 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
94,94 €
EAN EPUB
9783319568294
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
3738 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
94,94 €

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