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Dynamics of Information Systems: Algorithmic Approaches presents recent developments and results found by participants of the Fourth International Conference on the Dynamics of Information Systems, which took place at the University of Florida, Gainesville FL, USA on February 20–22, 2012. The purpose of this conference was to bring together scientists and engineers from industry, government, and universities to exchange knowledge and results in a broad range of topics relevant to the theory and practice of the dynamics of information systems. Dynamics of Information plays an increasingly critical role in our society. The influence of information on social, biological, genetic, and military systems must be better understood to achieve large advances in the capability and understanding of these systems. Applications are widespread and include: detection of terrorist networks, design of highly efficient businesses, computer networks, quantum entanglement, genome modeling, multi-robotic systems, and industrial and manufacturing safety. The book contains state-of-the-art work on theory and practice relevant to the dynamics of information systems. It covers algorithmic approaches to numerical computations with infinite and infinitesimal numbers; presents important problems arising in service-oriented systems, such as dynamic composition and analysis of modern service-oriented information systems and estimation of customer service times on a rail network from GPS data; addresses the complexity of the problems arising in stochastic and distributed systems; and discusses modulating communication for improving multi-agent learning convergence. Network issues—in particular minimum-risk maximum-clique problems, vulnerability of sensor networks, influence diffusion, community detection, and link prediction in social network analysis, as well as a comparative analysis of algorithms for transmission network expansion planning—are described in later chapters.
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Subjects
Information theory, Electronic data processing, distributed processing, Computer networks, Information networks, Dynamics, Game theory, Sensor networks, Signal processing, digital techniques, Mathematics, Artificial Intelligence (incl. Robotics), System theory, Artificial intelligence, Operations research, Mathematical Programming Operations Research, Control Systems Theory, Operations Research/Decision Theory, Differentiable dynamical systems, Management Science Operations Research, Dynamical Systems and Ergodic Theory, Operation Research/Decision TheoryEdition | Availability |
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Dynamics of Information Systems: Algorithmic Approaches
Aug 20, 2015, Springer
paperback
1489989404 9781489989406
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Dynamics of Information Systems: Computational and Mathematical Challenges
Oct 15, 2014, Springer
hardcover
3319100459 9783319100456
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Dynamics of Information Systems: Algorithmic Approaches
Aug 23, 2013, Springer
hardcover
1461475813 9781461475811
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Dynamics of Information Systems: Theory and Applications
May 27, 2012, Springer
paperback
1461425808 9781461425809
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Dynamics of Information Systems: Mathematical Foundations
Aug 02, 2012, Springer
paperback
1461439078 9781461439073
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Dynamics of Information Systems: Theory and Applications
2010, Springer
in English
1441956891 9781441956897
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Book Details
Edition Notes
Source title: Dynamics of Information Systems: Algorithmic Approaches (Springer Proceedings in Mathematics & Statistics)
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The contributions of this volume stem from the “Fifth International Conference on the Dynamics of Information Systems” held in Gainesville, FL in February 2013, and discuss state-of the-art techniques in handling problems and solutions in the broad field of information systems. Dynamics of Information Systems: Computational and Mathematical Challenges presents diverse aspects of modern information systems with an emphasis on interconnected network systems and related topics, such as signal and message reconstruction, network connectivity, stochastic network analysis, cyber and computer security, community and cohesive structures in complex networks. Information systems are a vital part of modern societies. They are essential to our daily actions, including social networking, business and bank transactions, as well as sensor communications. The rapid increase in these capabilities has enabled us with more powerful systems, readily available to sense, control, disperse, and analyze information.
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September 21, 2024 | Edited by MARC Bot | import existing book |
February 21, 2023 | Edited by Tom Morris | merge authors |
February 26, 2022 | Edited by ImportBot | import existing book |
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