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Dynamics of information systems : mathematical foundations

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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  • "Our understanding of information and information dynamics has outgrown classical information theory. The theory does not account for the value or influence of information within the context of a system or network and does not explain how these properties might influence how information flows though and interacts with a system. The invited chapters in this collection present new theories, methods, and applications that address some of these limitations. Dynamics of Information Systems presents state-of-the-art research explaining the importance of information in the evolution of a distributed or networked system. This book presents techniques for measuring the value or significance of information within the context of a system. Each chapter reveals a unique topic or perspective from experts in this exciting area of research. These newly developed techniques have numerous applications including: the detection of terrorist networks, the design of highly functioning businesses and computer systems, modeling the distributed sensory and control physiology of animals, quantum entanglement and genome modeling, multi-robotic systems design, as well as industrial and manufacturing safety. TOC:Preface. 1. The Role of Dynamics in Extracting Information Sparsely Encoded in High Dimensional Data Streams. 2. Information Trajectory of Optimal Learning. 3. Performance Information Analysis and Distributed Feedback Stabilization in Large-Scale Interconnected Systems. 4. A General Approach For Modules Identification in Evolving Networks. 5. Topology Information Control in Feedback Based Reconfiguration Processes. 6. Effect of Network Geometry and Interference on Consensus in Wireless Networks. 7. Analyzing the Theoretical Performance of Information Sharing. 8. Self-Organized Criticality of Belief Propagation in Large Heterogeneous Teams. 9. Effect of Humans on Belief Propagation in Large Heterogeneous Teams. 10. Integration of Signals in Complex Biophysical Systems. 11. An Info-centric Trajectory Planner for Unmanned Ground Vehicles. 12. Game and Information Theoretic Approaches to Orbital Evasive Maneuvering in Space Situation Awareness. 13. Decentralized Cooperative Control of Autonomous Surface Vehicles. 14. A Connectivity Reduction Strategy for Multi-Agent Systems. 15. The Navigation Potential of Ground Feature Tracking. 16. Minimal Switching Time of Agent Formations with Collision Avoidance. 17. A Performance Bound for Decentralized Moving Horizon Estimation. 18. Discrimination of Two Linearly-Inseparable Sets Using p-Order Conic Programming. 19. Local Neighborhoods and Extensions for the Multidimensional Assignment Problem."
  • "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."@en
  • "Our understanding of information and information dynamics has outgrown classical information theory. This book presents the research explaining the importance of information in the evolution of a distributed or networked system. It presents techniques for measuring the value or significance of information within the context of a system."@en
  • "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 critic."

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  • "Aufsatzsammlung"
  • "Electronic books"
  • "Electronic books"@en
  • "Conference proceedings"

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  • "Dynamics of Information Systems Algorithmic Approaches"
  • "Dynamics of information systems : mathematical foundations"@en
  • "Dynamics of information systems : mathematical foundations"
  • "Dynamics of Information Systems : Theory and Applications (Springer Optimization and Its Applications, Vol 40)"
  • "Dynamics of Information Systems : Theory and Applications"
  • "Dynamics of information systems algorithmic approaches"
  • "Dynamics of information systems algorithmic approaches"@en
  • "Dynamics of information systems : theory and applications"
  • "Dynamics of Information Systems: Mathematical Foundations"
  • "Dynamics of information systems theory and applications"
  • "Dynamics of information systems theory and applications"@en
  • "Dynamics of Information Systems"
  • "Dynamics of Information Systems"@en
  • "Dynamics of Information Systems: Algorithmic Approaches"@en
  • "Dynamics of Information Systems: Algorithmic Approaches"
  • "Dynamics of information systems : mathematical foundations.[Proceedings of the third International Conference on the Dynamics of Information, Gainesville, Florida, February 16-18, 2011]"
  • "Dynamics of Information Systems Theory and Applications"
  • "Dynamics of information systems mathematical foundations"