Models, Algorithms, and Technologies for Network Analysis

Language: English

Published by Springer, Palgrave Macmillan Aug 2018, 2018

3319860127 / 9783319860121

Series: Book 197 of 464 - Springer Proceedings in Mathematics & Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -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 fairnessHeuristic approaches for high-quality solutionsEfficient approaches for complex multi-criteria optimization problemsComparison of heuristic algorithmsNew heuristic iterative local searchPower in network structuresClustering nodes in random graphsPower transmission grid structureNetwork decomposition problemsHomogeneity hypothesis testingNetwork analysis of international migrationSocial networks with node attributesTesting hypothesis on degree distribution in the market graphsMachine learning applications to human brain network studiesThis 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 292 pp. Englisch.

Seller Inventory # 9783319860121

Title
Models, Algorithms, and Technologies for Network Analysis
Author
Valery A. Kalyagin
Publisher
Springer, Palgrave Macmillan Aug 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319860127
ISBN 13
9783319860121
Item weight
446 grams
Dimensions
235x155x16 mm
Series
Book 197 of 464: Springer Proceedings in Mathematics & Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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