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Algorithmics Of Large And Complex Networks


Algorithmics Of Large And Complex Networks
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Algorithmics Of Large And Complex Networks


Algorithmics Of Large And Complex Networks
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Author : Jürgen Lerner
language : en
Publisher: Springer
Release Date : 2009-06-29

Algorithmics Of Large And Complex Networks written by Jürgen Lerner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-29 with Computers categories.


Networks play a central role in today’s society, since many sectors employing information technology, such as communication, mobility, and transport - even social interactions and political activities - are based on and rely on networks. In these times of globalization and the current global financial crisis with its complex and nearly incomprehensible entanglements of various structures and its huge effect on seemingly unrelated institutions and organizations, the need to understand large networks, their complex structures, and the processes governing them is becoming more and more important. This state-of-the-art survey reports on the progress made in selected areas of this important and growing field, thus helping to analyze existing large and complex networks and to design new and more efficient algorithms for solving various problems on these networks since many of them have become so large and complex that classical algorithms are not sufficient anymore. This volume emerged from a research program funded by the German Research Foundation (DFG) consisting of projects focusing on the design of new discrete algorithms for large and complex networks. The 18 papers included in the volume present the results of projects realized within the program and survey related work. They have been grouped into four parts: network algorithms, traffic networks, communication networks, and network analysis and simulation.



Complex Networks


Complex Networks
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Author : B. S. Manoj
language : en
Publisher: Prentice Hall
Release Date : 2018-01-23

Complex Networks written by B. S. Manoj and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-23 with Computers categories.


The Up-to-Date Guide to Complex Networks for Students, Researchers, and Practitioners Networks with complex and irregular connectivity patterns appear in biology, chemistry, communications, social networks, transportation systems, power grids, the Internet, and many big data applications. Complex Networks offers a novel engineering perspective on these networks, focusing on their key communications, networking, and signal processing dimensions. Three leading researchers draw on recent advances to illuminate the design and characterization of complex computer networks and graph signal processing systems. The authors cover both the fundamental concepts underlying graph theory and complex networks, as well as current theory and research. They discuss spectra and signal processing in complex networks, graph signal processing approaches for extracting information from structural data, and advanced techniques for multiscale analysis. What makes networks complex, and how to successfully characterize them Graph theory foundations, definitions, and concepts Full chapters on small-world, scale-free, small-world wireless mesh, and small-world wireless sensor networks Complex network spectra and graph signal processing concepts and techniques Multiscale analysis via transforms and wavelets



Optimization Learning And Control For Interdependent Complex Networks


Optimization Learning And Control For Interdependent Complex Networks
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Author : M. Hadi Amini
language : en
Publisher: Springer Nature
Release Date : 2020-02-22

Optimization Learning And Control For Interdependent Complex Networks written by M. Hadi Amini and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-22 with Technology & Engineering categories.


This book focuses on a wide range of optimization, learning, and control algorithms for interdependent complex networks and their role in smart cities operation, smart energy systems, and intelligent transportation networks. It paves the way for researchers working on optimization, learning, and control spread over the fields of computer science, operation research, electrical engineering, civil engineering, and system engineering. This book also covers optimization algorithms for large-scale problems from theoretical foundations to real-world applications, learning-based methods to enable intelligence in smart cities, and control techniques to deal with the optimal and robust operation of complex systems. It further introduces novel algorithms for data analytics in large-scale interdependent complex networks. • Specifies the importance of efficient theoretical optimization and learning methods in dealing with emerging problems in the context of interdependent networks • Provides a comprehensive investigation of advance data analytics and machine learning algorithms for large-scale complex networks • Presents basics and mathematical foundations needed to enable efficient decision making and intelligence in interdependent complex networks M. Hadi Amini is an Assistant Professor at the School of Computing and Information Sciences at Florida International University (FIU). He is also the founding director of Sustainability, Optimization, and Learning for InterDependent networks laboratory (solid lab). He received his Ph.D. and M.Sc. from Carnegie Mellon University in 2019 and 2015 respectively. He also holds a doctoral degree in Computer Science and Technology. Prior to that, he received M.Sc. from Tarbiat Modares University in 2013, and the B.Sc. from Sharif University of Technology in 2011.



Algorithms


Algorithms
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Author :
language : en
Publisher:
Release Date : 2004

Algorithms written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer algorithms categories.




Neural Network Fundamentals With Graphs Algorithms And Applications


Neural Network Fundamentals With Graphs Algorithms And Applications
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Author : Nirmal K. Bose
language : en
Publisher: McGraw-Hill Companies
Release Date : 1996

Neural Network Fundamentals With Graphs Algorithms And Applications written by Nirmal K. Bose and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Computers categories.




Science Of Complex Networks


Science Of Complex Networks
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Author : J. F. F. Mendes
language : en
Publisher: American Institute of Physics
Release Date : 2005-07-12

Science Of Complex Networks written by J. F. F. Mendes and has been published by American Institute of Physics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07-12 with Mathematics categories.


All papers were peer-reviewed. The main goal of this conference is to combine the theories of statistical physics and random graph with the fundamental principles that govern the structure, function, and evolution of biological networks and modules. Applications to the Internet and WWW are also considered. In this proceedings, the reader will find an overview of the state-of-the-art of the new and fast growing field of complex networks.



Experimental And Efficient Algorithms


Experimental And Efficient Algorithms
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Author :
language : en
Publisher:
Release Date : 2005

Experimental And Efficient Algorithms written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computer algorithms categories.




Networks And Algorithms


Networks And Algorithms
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Author : Alan Dolan
language : en
Publisher:
Release Date : 1993

Networks And Algorithms written by Alan Dolan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.


Based on The Open University course Graphs, networks and design.



An Evolutionary Algorithm Approach To Complex Network Optimization


An Evolutionary Algorithm Approach To Complex Network Optimization
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Author : Peeravuth Boosuwan
language : en
Publisher:
Release Date : 2009

An Evolutionary Algorithm Approach To Complex Network Optimization written by Peeravuth Boosuwan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.




The Topology Algorithms And Analysis Of A Synchronous Optical Hypergraph Architecture


The Topology Algorithms And Analysis Of A Synchronous Optical Hypergraph Architecture
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Author : Yoram Ofek
language : en
Publisher:
Release Date : 1987

The Topology Algorithms And Analysis Of A Synchronous Optical Hypergraph Architecture written by Yoram Ofek and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computer architecture categories.