/ edited by Michael J. Hirsch, Panos M. Pardalos, Robert Murphey
New York
: Springer,
, c2010.
1 online resource (xiii, 371 p.)
: , ill. (some col.)
(Springer optimization and its applications,1931-6828
; v. 40.)
Print
Includes bibliographical references.
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.
Preface; Contents; 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.
Springer optimization and its applications
v. 40
Information theory
Computer networks
Electronic data processing, Distributed processing