Intelligent Computing Based on Chaos

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Ljupco Kocarev, Zbigniew Galias, Shiguo Lian
Springer Science & Business Media, Jun 9, 2009 - Mathematics - 380 pages
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Chaos is a fascinating phenomenon that has been observed in nature, laboratory, and has been applied in various real-world applications. Chaotic systems are deterministic with no random elements involved yet their behavior appears to be random. Obser- tions of chaotic behavior in nature include weather and climate, the dynamics of sat- lites in the solar system, the time evolution of the magnetic field of celestial bodies, population growth in ecology, to mention only a few examples. Chaos has been observed in the laboratory in a number of systems such as electrical circuits, lasers, chemical reactions, fluid dynamics, mechanical systems, and magneto-mechanical devices. Chaotic behavior has also found numerous applications in electrical and communication engineering, information and communication technologies, biology and medicine. To the best of our knowledge, this is the first book edited on chaos applications in intelligent computing. To access the latest research related to chaos applications in intelligent computing, we launched the book project where researchers from all over the world provide the necessary coverage of the mentioned field. The primary obj- tive of this project was to assemble as much research coverage as possible related to the field by defining the latest innovative technologies and providing the most c- prehensive list of research references.
 

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Contents

Fundamentals of Chaos
1
Computational Methods for Rigorous Analysis of Chaotic Systems
24
Fundamentals of Fractal Sets SpaceFilling Curves and Their Applications in Electronics and Communications
53
Fractal Based Image Indexing and Retrieval
73
Fractal Indexing in Multimodal Biometric Contexts
93
Modeling Theory and Performance Limits
121
Implementation of Low EMI Spread Spectrum Clock Generators Exploiting a ChaosBased Jitter
144
Circuits and Systems for the Synthesis of Chaotic Signals in Engineering Applications
173
Synchronization and Control Based Parameter Identification
226
Formation of Selfsimilar Traffic at Bottleneck Buffers of Computer Networks
251
Complex Behavior of ParallelConnected DCDC Converters from Nonlinear Viewpoint
269
ChaosBased Cryptography
291
Chaos Based Digital Watermarking
314
Image Encryption Using Chaotic Maps
333
Chaos Based Generation of True Random Bits
355
Author Index
378

Chaos and Swarm Intelligence
197
A Model of Chaotic Neural Networks and Its Applications to Parallel Distributed Processing
213

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