Details

Dynamics of Information Systems


Dynamics of Information Systems

Theory and Applications
Springer Optimization and Its Applications, Band 40

von: Michael Hirsch, Panos M. Pardalos, Robert Murphey

96,29 €

Verlag: Springer
Format: PDF
Veröffentl.: 11.04.2010
ISBN/EAN: 9781441956897
Sprache: englisch
Anzahl Seiten: 372

Dieses eBook enthält ein Wasserzeichen.

Beschreibungen

<P>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.</P>
<P><EM>Dynamics of Information Systems</EM> 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.</P>
<P>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.</P>
The Role of Dynamics in Extracting Information Sparsely Encoded in High Dimensional Data Streams.- Information Trajectory of Optimal Learning.- Performance-Information Analysis and Distributed Feedback Stabilization in Large-Scale Interconnected Systems.- A General Approach for Modules Identification in Evolving Networks.- Topology Information Control in Feedback Based Reconfiguration Processes.- Effect of Network Geometry and Interference on Consensus in Wireless Networks.- Analyzing the Theoretical Performance of Information Sharing.- Self-Organized Criticality of Belief Propagation in Large Heterogeneous Teams.- Effect of Humans on Belief Propagation in Large Heterogeneous Teams.- Integration of Signals in Complex Biophysical Systems.- An Info-Centric Trajectory Planner for Unmanned Ground Vehicles.- Orbital Evasive Target Tracking and Sensor Management.- Decentralized Cooperative Control of Autonomous Surface Vehicles.- A Connectivity Reduction Strategy for Multi-agent Systems.- The Navigation Potential of Ground Feature Tracking.- Minimal Switching Time of Agent Formations with Collision Avoidance.- A Moving Horizon Estimator Performance Bound.- A p-norm Discrimination Model for Two Linearly Inseparable Sets.- Local Neighborhoods for the Multidimensional Assignment Problem.
<P>"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.</P>
<P></P>
<P>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.</P>
<P></P>
<P>This volume is intended for graduate students and researchers interested in the most recent developments in information theory and dynamical systems, as well as scientists in other&nbsp;fields&nbsp;interested in the application of these principles to their own area of study.</P>
Includes supplementary material: sn.pub/extras

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