The Resource Evolutionary Algorithms and Chaotic Systems, edited by Ivan Zelinka, Sergej Celikovsky, Hendrik Richter, Guanrong Chen, (electronic resource)

Evolutionary Algorithms and Chaotic Systems, edited by Ivan Zelinka, Sergej Celikovsky, Hendrik Richter, Guanrong Chen, (electronic resource)

Label
Evolutionary Algorithms and Chaotic Systems
Title
Evolutionary Algorithms and Chaotic Systems
Statement of responsibility
edited by Ivan Zelinka, Sergej Celikovsky, Hendrik Richter, Guanrong Chen
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book discusses the mutual intersection of two interesting fields of research, i.e. deterministic chaos and evolutionary computation. Evolutionary computation which are able to handle tasks such as control of various chaotic systems and synthesis of their structure are explored, while deterministic chaos is investigated as a behavioral part of evolutionary algorithms. This book is targeted for a number of audiences. Firstly, it will be an instructional material for senior undergraduate and entry-point graduate students in computer science, physics, applied mathematics, and engineering, who are working in the area of deterministic chaos and evolutionary algorithms. Secondly, researchers who desire to know how to apply evolutionary techniques on chaos control as well as researchers interested in the emergence of chaos in evolutionary algorithms will find this book a very useful tool and starting point. And finally, this book can be viewed as a resource handbook and material for practitioners who want to apply these methods that solve practical problems to their challenging applications
Member of
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Zelinka, Ivan.
  • Celikovsky, Sergej.
  • Richter, Hendrik.
  • Chen, Guanrong.
  • SpringerLink
Series statement
Studies in Computational Intelligence,
Series volume
267
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Physics
  • Engineering
  • Computational Intelligence
  • Complexity
  • Statistical Physics, Dynamical Systems and Complexity
  • Artificial Intelligence (incl. Robotics)
Label
Evolutionary Algorithms and Chaotic Systems, edited by Ivan Zelinka, Sergej Celikovsky, Hendrik Richter, Guanrong Chen, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Theory -- Motivation for Application of Evolutionary Computation to Chaotic Systems -- Evolutionary Algorithms for Chaos Researchers -- Chaos Theory for Evolutionary Algorithms Researchers -- Evolutionary Algorithms and the Edge of Chaos -- Applications -- Evolutionary Design of Chaos Control in 1D -- Evolutionary Control of CML Systems -- Chaotic Systems Reconstruction -- Evolutionary Reconstruction of Chaotic Systems -- Cryptography Based on Spatiotemporal Chaotic Systems -- Evolutionary Decryption of Chaotically Encrypted Information -- Chaos Synthesis by Evolutionary Algorithms -- Evolutionary Synchronization of Chaotic Systems -- Evolutionary Optimization and Dynamic Fitness Landscapes -- Controller Parameters Optimization on a Representative Set of Systems Using Deterministic-Chaotic-Mutation Evolutionary Algorithms -- Chaotic Attributes and Permutative Optimization -- Frontiers
Dimensions
unknown
Extent
560p. 600 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783642107078
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-10707-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-10707-8
Label
Evolutionary Algorithms and Chaotic Systems, edited by Ivan Zelinka, Sergej Celikovsky, Hendrik Richter, Guanrong Chen, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Theory -- Motivation for Application of Evolutionary Computation to Chaotic Systems -- Evolutionary Algorithms for Chaos Researchers -- Chaos Theory for Evolutionary Algorithms Researchers -- Evolutionary Algorithms and the Edge of Chaos -- Applications -- Evolutionary Design of Chaos Control in 1D -- Evolutionary Control of CML Systems -- Chaotic Systems Reconstruction -- Evolutionary Reconstruction of Chaotic Systems -- Cryptography Based on Spatiotemporal Chaotic Systems -- Evolutionary Decryption of Chaotically Encrypted Information -- Chaos Synthesis by Evolutionary Algorithms -- Evolutionary Synchronization of Chaotic Systems -- Evolutionary Optimization and Dynamic Fitness Landscapes -- Controller Parameters Optimization on a Representative Set of Systems Using Deterministic-Chaotic-Mutation Evolutionary Algorithms -- Chaotic Attributes and Permutative Optimization -- Frontiers
Dimensions
unknown
Extent
560p. 600 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783642107078
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-10707-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-10707-8

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