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Scale-Free Networks

Scale-Free Networks
Author: Guido Caldarelli
Publisher: OUP Oxford
Total Pages: 328
Release: 2007-05-03
Genre: Science
ISBN: 0191526347

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A variety of different social, natural and technological systems can be described by the same mathematical framework. This holds from the Internet to food webs and to boards of company directors. In all these situations a graph of the elements of the system and their interconnections displays a universal feature. There are only few elements with many connections, and many elements with few connections. This book presents the experimental evidence of these "Scale-free networks" and provides students and researchers with a corpus of theoretical results and algorithms to analyse and understand these features. The content of this book and the exposition makes it a clear textbook for beginners, and a reference book for the experts.


Scale-Free Networks

Scale-Free Networks
Author: Guido Caldarelli
Publisher: Oxford University Press
Total Pages: 324
Release: 2007-05-03
Genre: Business & Economics
ISBN: 0199211515

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Many different systems both in nature and in technology can be described by means of networks of interconnected components. Despite their different aspects, all of them share similar mathematical properties. In this book we explain how to recognize these features and why these different systems develop this common structure.


Scale-Free Networks

Scale-Free Networks
Author: Guido Caldarelli
Publisher: OUP Oxford
Total Pages: 0
Release: 2013-04-25
Genre: Science
ISBN: 9780199665174

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Many different systems both in nature and in technology can be described by means of networks of interconnected components. Despite their different aspects, all of them share similar mathematical properties. In this book we explain how to recognize these features and why these different systems develop this common structure.


Think Complexity

Think Complexity
Author: Allen Downey
Publisher: "O'Reilly Media, Inc."
Total Pages: 159
Release: 2012-03-02
Genre: Computers
ISBN: 1449314635

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Dive into Python's advanced possibilities, including algorithm analysis, graphs, scale-free networks, and cellular automata with this in-depth, hands-on guide.


Network Science

Network Science
Author: Albert-László Barabási
Publisher: Cambridge University Press
Total Pages: 477
Release: 2016-07-21
Genre: Computers
ISBN: 1107076269

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Illustrated throughout in full colour, this pioneering text is the only book you need for an introduction to network science.


Linked

Linked
Author: Albert-László Barabási
Publisher: Basic Books
Total Pages: 305
Release: 2014-06-24
Genre: Science
ISBN: 0465038611

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The best-selling guide to network science, the revolutionary field that reveals the deep links between all forms of human social life A cocktail party. A terrorist cell. Ancient bacteria. An international conglomerate. All are networks, and all are a part of a surprising scientific revolution. In Linked, Albert-Lálórabá, the nation's foremost expert in the new science of networks, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previously thought. Barabá shows that grasping a full understanding of network science will someday allow us to design blue-chip businesses, stop the outbreak of deadly diseases, and influence the exchange of ideas and information. Just as James Gleick and the Erdos-Réi model brought the discovery of chaos theory to the general public, Linked tells the story of the true science of the future and of experiments in statistical mechanics on the internet, all vital parts of what would eventually be called the Barabá-Albert model.


Evolution of Networks

Evolution of Networks
Author: S. N. Dorogovtsev
Publisher:
Total Pages: 282
Release: 2013-11
Genre: Business & Economics
ISBN: 0199686718

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We live in a world of networks, where everything is amazingly close to everything else. The notion of 'network' turns out to be central to our times: the Internet and WWW are changing our lives; our physical existence is based on various biological networks; we are involved in all-enveloping networks of economic and social relations. Only in the 1990s did physicists begin to explore real networks, both natural and artificial, as evolving systems with intriguingly complex and effective architectures. Progress has been so immediate and astounding that we actually face a new science based on a new set of concepts, and, one may even say, on a new philosophy: the natural philosophy of a small world. Old ideas from mathematics, statistical physics, biology, computer science, and so on take on quite new forms in applications to real evolving networks. - What is common to all networks? - What are the general principles of the organization and evolution of networks? - How do the laws of nature work in communication, biological, and social networks? - What are networks? This book, written by physicists, answers these questions and presents a general insight into the world of networks.


Handbook of Graphs and Networks

Handbook of Graphs and Networks
Author: Stefan Bornholdt
Publisher: John Wiley & Sons
Total Pages: 417
Release: 2006-03-06
Genre: Science
ISBN: 3527606335

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Complex interacting networks are observed in systems from such diverse areas as physics, biology, economics, ecology, and computer science. For example, economic or social interactions often organize themselves in complex network structures. Similar phenomena are observed in traffic flow and in communication networks as the internet. In current problems of the Biosciences, prominent examples are protein networks in the living cell, as well as molecular networks in the genome. On larger scales one finds networks of cells as in neural networks, up to the scale of organisms in ecological food webs. This book defines the field of complex interacting networks in its infancy and presents the dynamics of networks and their structure as a key concept across disciplines. The contributions present common underlying principles of network dynamics and their theoretical description and are of interest to specialists as well as to the non-specialized reader looking for an introduction to this new exciting field. Theoretical concepts include modeling networks as dynamical systems with numerical methods and new graph theoretical methods, but also focus on networks that change their topology as in morphogenesis and self-organization. The authors offer concepts to model network structures and dynamics, focussing on approaches applicable across disciplines.


Networks, Complexity and Internet Regulation

Networks, Complexity and Internet Regulation
Author: Andrés Guadamuz
Publisher: Edward Elgar Publishing
Total Pages: 0
Release: 2011
Genre: Computer crimes
ISBN: 9781848443105

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Complexity theory as a subject has gained increasing prominence across numerous disciplines including physics, biology, sociology and economics. Large interconnected systems such as the Internet display a number of inherent architectural characteristics deeming them well-suited to the study of complex dynamic networks. This important book uses various network science-based tools to explore the contentious issue of Internet regulation. The author demonstrates that the Internet as a global communications space is a self-organizing entity that has proven problematic for regulators, and that in order to regulate cyberspace, one must first understand how the network operates. In order to illustrate how the world wide web operates, Andres Guadamuz presents case studies in copyright policy, peer-production and cyber crime, providing in-depth analyses of the challenges posed by the Internet's complex dynamic networks. The book concludes that regulatory efforts that ignore empirical evidence will ultimately encounter serious problems. Networks, Complexity and Internet Regulation introduces network theory to legal audiences and applies some of the characteristics of large distributed self-organizing networks to the topic of Internet regulation. As such, this fascinating book will prove invaluable to researchers, academics and students in the fields of Internet regulation and policy, intellectual property law and information technology law. Contents: Introduction 1. The Science of Complex Networks 2. Complexity and the Law 3. Internet Architecture and Regulation 4. Copyright Networks 5. Peer-production Networks 6. Cybercrime and Networks Conclusion Bibliography Index


Network Science

Network Science
Author: Ted G. Lewis
Publisher: John Wiley & Sons
Total Pages: 440
Release: 2011-09-20
Genre: Computers
ISBN: 1118211014

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A comprehensive look at the emerging science of networks Network science helps you design faster, more resilient communication networks; revise infrastructure systems such as electrical power grids, telecommunications networks, and airline routes; model market dynamics; understand synchronization in biological systems; and analyze social interactions among people. This is the first book to take a comprehensive look at this emerging science. It examines the various kinds of networks (regular, random, small-world, influence, scale-free, and social) and applies network processes and behaviors to emergence, epidemics, synchrony, and risk. The book's uniqueness lies in its integration of concepts across computer science, biology, physics, social network analysis, economics, and marketing. The book is divided into easy-to-understand topical chapters and the presentation is augmented with clear illustrations, problems and answers, examples, applications, tutorials, and a discussion of related Java software. Chapters cover: Origins Graphs Regular Networks Random Networks Small-World Networks Scale-Free Networks Emergence Epidemics Synchrony Influence Networks Vulnerability Net Gain Biology This book offers a new understanding and interpretation of the field of network science. It is an indispensable resource for researchers, professionals, and technicians in engineering, computing, and biology. It also serves as a valuable textbook for advanced undergraduate and graduate courses in related fields of study.