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Large-Scale Networks in Engineering and Life Sciences

2014-10-21 Mathematics
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Release : 2014-10-21
Genre : Mathematics
Kind : eBook
Book Rating : 372/5 ( reviews)

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Book Synopsis Large-Scale Networks in Engineering and Life Sciences by : Peter Benner

Download or read book Large-Scale Networks in Engineering and Life Sciences written by Peter Benner. This book was released on 2014-10-21. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume provides insights into and tools for the modeling, analysis, optimization, and control of large-scale networks in the life sciences and in engineering. Large-scale systems are often the result of networked interactions between a large number of subsystems, and their analysis and control are becoming increasingly important. The chapters of this book present the basic concepts and theoretical foundations of network theory and discuss its applications in different scientific areas such as biochemical reactions, chemical production processes, systems biology, electrical circuits, and mobile agents. The aim is to identify common concepts, to understand the underlying mathematical ideas, and to inspire discussions across the borders of the various disciplines. The book originates from the interdisciplinary summer school “Large Scale Networks in Engineering and Life Sciences” hosted by the International Max Planck Research School Magdeburg, September 26-30, 2011, and will therefore be of interest to mathematicians, engineers, physicists, biologists, chemists, and anyone involved in the network sciences. In particular, due to their introductory nature the chapters can serve individually or as a whole as the basis of graduate courses and seminars, future summer schools, or as reference material for practitioners in the network sciences.

Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science

2007-06-28 Computers
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Release : 2007-06-28
Genre : Computers
Kind : eBook
Book Rating : 416/5 ( reviews)

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Book Synopsis Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science by : Alessandro Vespignani

Download or read book Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science written by Alessandro Vespignani. This book was released on 2007-06-28. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Large Scale Networks

2020-09-30
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Release : 2020-09-30
Genre :
Kind : eBook
Book Rating : 891/5 ( reviews)

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Book Synopsis Large Scale Networks by : Radu Dobrescu

Download or read book Large Scale Networks written by Radu Dobrescu. This book was released on 2020-09-30. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a rigorous analysis of the achievements in the field of traffic control in large networks, oriented on two main aspects: the self-similarity in traffic behaviour and the scale-free characteristic of a complex network. Additionally, the authors propose a new insight in understanding the inner nature of things, and the cause-and-effect based on the identification of relationships and behaviours within a model, which is based on the study of the influence of the topological characteristics of a network upon the traffic behaviour. The effects of this influence are then discussed in order to find new solutions for traffic monitoring and diagnosis and also for traffic anomalies prediction. Although these concepts are illustrated using highly accurate, highly aggregated packet traces collected on backbone Internet links, the results of the analysis can be applied for any complex network whose traffic processes exhibit asymptotic self-similarity, perceived as an adaptability of traffic in networks. However, the problem with self-similar models is that they are computationally complex. Their fitting procedure is very time-consuming, while their parameters cannot be estimated based on the on-line measurements. In this aim, the main objective of this book is to discuss the problem of traffic prediction in the presence of self-similarity and particularly to offer a possibility to forecast future traffic variations and to predict network performance as precisely as possible, based on the measured traffic history.

Design, Measurement and Management of Large-Scale IP Networks

2009 Computers
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Release : 2009
Genre : Computers
Kind : eBook
Book Rating : 696/5 ( reviews)

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Book Synopsis Design, Measurement and Management of Large-Scale IP Networks by : Antonio Nucci

Download or read book Design, Measurement and Management of Large-Scale IP Networks written by Antonio Nucci. This book was released on 2009. Available in PDF, EPUB and Kindle. Book excerpt: Sets out the design and management principles of large-scale IP networks by weaving together theory and practice.

Fundamentals of Brain Network Analysis

2016-03-04 Medical
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Release : 2016-03-04
Genre : Medical
Kind : eBook
Book Rating : 185/5 ( reviews)

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Book Synopsis Fundamentals of Brain Network Analysis by : Alex Fornito

Download or read book Fundamentals of Brain Network Analysis written by Alex Fornito. This book was released on 2016-03-04. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. Winner of the 2017 PROSE Award in Biomedicine & Neuroscience and the 2017 British Medical Association (BMA) Award in Neurology Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain

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