Dynamics on and of Complex Networks

by Ganguly, Niloy; Deutsch, Andreas; Mukherjee, Animesh

• ISBN13: 9780817647506
• ISBN10: 0817647503
• Format: Hardcover
• Copyright: 2009-04-21
• Publisher: Birkhauser

Summary

This self-contained book systematically explores the statistical dynamics on and of complex networks having relevance across a large number of scientific disciplines. Almost any large-scale system, either naturally occurring or man-made, can be viewed as a complex network of interacting entities dynamically evolving over time. Therefore, the theories related to complex networks are increasingly being used by researchers for their usefulness in harnessing the most difficult problems of a particular discipline.The book is a collection of surveys and cutting-edge research contributions exploring the interdisciplinary relationship of dynamics on and of complex networks. Towards this goal, the work is thematically organized into three main sections: Part I studies the application of complex networks to biological problems; Part II focuses on social networks; and Part III is an overview of networks prevalent in the information sciences.Specific topics and features include:* Comprehensive and concise presentation of current research from experts in various disciplines compiled in one volume* Relevant reviews of important work in the field (8 chapters) giving the reader an up-to-date picture of the state-of-the-art* Independent research reports (8 chapters) providing clear conceptions of how complex networks can be extremely useful to deal with difficult problems in a variety of disciplines* Coverage of complex networks found in nature'”genetic pathways, ecological networks, linguistic systems, and social systems'”as well as man-made systems such as the World Wide Web and peer-to-peer networks* A glossary of essential terms related to complex networks for quick and easy referenceThe contributed chapters in this volume are intended to promote cross-fertilization in several research areas, and will be valuable to newcomers in the field, experienced researchers, practitioners, and graduate students interested in systems exhibiting an underlying complex network structure in disciplines such as computer science, biology, statistical physics, nonlinear dynamics, linguistics, and the social sciences.

Table of Contents

Preface	p. V
List of Contributors	p. XI
Biological Sciences
From Network Structure to Dynamics and Back Again: Relating Dynamical Stability and Connection Topology in Biological Complex Systems	p. 3
Regulation of Apoptosis via the NF¿B Pathway: Modeling and Analysis	p. 19
Network-Based Models in Molecular Biology	p. 35
Ecological Networks: Structure, Interaction Strength, and Stability	p. 57
Signaling and Feedback in Biological Networks	p. 73
Social Sciences
Topographic Spreading Analysis of an Empirical Sex Workers' Network	p. 97
Spectral Characterization of Network Structures and Dynamics	p. 117
Dynamics of Social Complex Networks: Some Insights into Recent Research	p. 133
The Structure and Dynamics of Linguistic Networks	p. 145
Networks Generated from Natural Language Text	p. 167
Information Sciences
Efficiency of Navigation in Indexed Networks	p. 189
Evolution of Apache Open Source Software	p. 199
Some New Applications of Network Growth Models	p. 217
The Big Friendly Giant: The Giant Component in Clustered Random Graphs	p. 237
Technological Networks Bivas Mitra	p. 253
Advances in the Theory of Complex Networks	p. 275
Glossary of Essential Terms	p. 295
Index	p. 301
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