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Models, Algorithms, and Technologies for Network Analysis - NET 2016, Nizhny Novgorod, Russia, May 2016 (Paperback, Softcover reprint of the original 1st ed. 2017)
Loot Price: R2,957
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Models, Algorithms, and Technologies for Network Analysis - NET 2016, Nizhny Novgorod, Russia, May 2016 (Paperback, Softcover reprint of the original 1st ed. 2017)
Series: Springer Proceedings in Mathematics & Statistics, 197
Expected to ship within 10 - 15 working days
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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.
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