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Evolutionary Dynamics of Complex Communications Networks (Hardcover, New)
Loot Price: R4,128
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Evolutionary Dynamics of Complex Communications Networks (Hardcover, New)
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Until recently, most network design techniques employed a bottom-up
approach with lower protocol layer mechanisms affecting the
development of higher ones. This approach, however, has not yielded
fascinating results in the case of wireless distributed networks.
Addressing the emerging aspects of modern network analysis and
design, Evolutionary Dynamics of Complex Communications Networks
introduces and develops a top-bottom approach where elements of the
higher layer can be exploited in modifying the lowest physical
topology-closing the network design loop in an evolutionary fashion
similar to that observed in natural processes. This book provides a
complete overview of contemporary design approaches from the
viewpoint of network science and complex/social network analysis. A
significant part of the text focuses on the classification and
analysis of various network modification mechanisms for wireless
decentralized networks that exploit social features from relevant
online social networks. Each chapter begins with learning
objectives and introductory material and slowly builds to more
detailed analysis and advanced concepts. Each chapter also
identifies open issues, while by the end of the book, potential
research directions are summarized for the more interested
researcher or graduate student. The approach outlined in the book
will help network designers and administrators increase the value
of their infrastructure without requiring any significant
additional investment. Topics covered include: basic network graph
models and properties, cognitive methods and evolutionary
computing, complex and social network analysis metrics and
features, and analysis and development of the distinctive structure
and features of complex networks. Considering all aspects of modern
network analysis and design, the text covers the necessary material
and background to make it a suitable source of reference for
graduate students, postdoctoral researchers, and scientists
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