The Structure Of Complex Networks
Download The Structure Of Complex Networks full books in PDF, epub, and Kindle. Read online free The Structure Of Complex Networks ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Author | : Ernesto Estrada |
Publisher | : Oxford University Press |
Total Pages | : 478 |
Release | : 2012 |
Genre | : Computers |
ISBN | : 019959175X |
The book integrates approaches from mathematics, physics and computer sciences to analyse the organisation of complex networks. Every organisational principle of networks is defined, quantified and then analysed for its influences on the properties and functions of molecular, biological, ecological and social networks.
Author | : Ginestra Bianconi |
Publisher | : Cambridge University Press |
Total Pages | : 149 |
Release | : 2021-12-23 |
Genre | : Mathematics |
ISBN | : 1108726739 |
This Element presents one of the most recent developments in network science in a highly accessible style. This Element will be of interest to interdisciplinary scientists working in network science, in addition to mathematicians working in discrete topology and geometry and physicists working in quantum gravity.
Author | : Matthias Dehmer |
Publisher | : Springer Science & Business Media |
Total Pages | : 493 |
Release | : 2010-10-14 |
Genre | : Mathematics |
ISBN | : 0817647899 |
Filling a gap in literature, this self-contained book presents theoretical and application-oriented results that allow for a structural exploration of complex networks. The work focuses not only on classical graph-theoretic methods, but also demonstrates the usefulness of structural graph theory as a tool for solving interdisciplinary problems. Applications to biology, chemistry, linguistics, and data analysis are emphasized. The book is suitable for a broad, interdisciplinary readership of researchers, practitioners, and graduate students in discrete mathematics, statistics, computer science, machine learning, artificial intelligence, computational and systems biology, cognitive science, computational linguistics, and mathematical chemistry. It may also be used as a supplementary textbook in graduate-level seminars on structural graph analysis, complex networks, or network-based machine learning methods.
Author | : Alessandro Vespignani |
Publisher | : World Scientific |
Total Pages | : 264 |
Release | : 2007-06-28 |
Genre | : Computers |
ISBN | : 9814475416 |
This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks.
Author | : Reuven Cohen |
Publisher | : Cambridge University Press |
Total Pages | : 248 |
Release | : 2010-07-08 |
Genre | : Science |
ISBN | : 9780521841566 |
Examining important results and analytical techniques, this graduate-level textbook is a step-by-step presentation of the structure and function of complex networks. Using a range of examples, from the stability of the internet to efficient methods of immunizing populations, and from epidemic spreading to how one might efficiently search for individuals, this textbook explains the theoretical methods that can be used, and the experimental and analytical results obtained in the study and research of complex networks. Giving detailed derivations of many results in complex networks theory, this is an ideal text to be used by graduate students entering the field. End-of-chapter review questions help students monitor their own understanding of the materials presented.
Author | : Vito Latora |
Publisher | : Cambridge University Press |
Total Pages | : 585 |
Release | : 2017-09-28 |
Genre | : Computers |
ISBN | : 1107103185 |
A comprehensive introduction to the theory and applications of complex network science, complete with real-world data sets and software tools.
Author | : Romualdo Pastor-Satorras |
Publisher | : Springer Science & Business Media |
Total Pages | : 232 |
Release | : 2003-08-08 |
Genre | : Science |
ISBN | : 9783540403722 |
Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present volume provide both an introduction to, and an overview of, the multifaceted phenomenology of complex networks. Statistical Mechanics of Complex Networks also provides a state-of-the-art picture of current theoretical methods and approaches.
Author | : Alain Barrat |
Publisher | : Cambridge University Press |
Total Pages | : 361 |
Release | : 2012-10-11 |
Genre | : Science |
ISBN | : 9781107626256 |
The availability of large data sets have allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks which have lead to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. For example, a vast number of everyday systems, from the brain to ecosystems, power grids and the Internet, can be represented as large complex networks. This new and recent account presents a comprehensive explanation of these effects.
Author | : Jinhu Lü |
Publisher | : Springer |
Total Pages | : 483 |
Release | : 2015-08-14 |
Genre | : Technology & Engineering |
ISBN | : 3662478242 |
This elementary book provides some state-of-the-art research results on broad disciplinary sciences on complex networks. It presents an in-depth study with detailed description of dynamics, controls and applications of complex networks. The contents of this book can be summarized as follows. First, the dynamics of complex networks, for example, the cluster dynamic analysis by using kernel spectral methods, community detection algorithms in bipartite networks, epidemiological modeling with demographics and epidemic spreading on multi-layer networks, are studied. Second, the controls of complex networks are investigated including topics like distributed finite-time cooperative control of multi-agent systems by applying homogenous-degree and Lyapunov methods, composite finite-time containment control for disturbed second-order multi-agent systems, fractional-order observer design of multi-agent systems, chaos control and anticontrol of complex systems via Parrondos game and many more. Third, the applications of complex networks provide some applicable carriers, which show the importance of theories developed in complex networks. In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.
Author | : Sean Meyn |
Publisher | : Cambridge University Press |
Total Pages | : 33 |
Release | : 2008 |
Genre | : Mathematics |
ISBN | : 0521884411 |
From foundations to state-of-the-art; the tools and philosophy you need to build network models.