The Resource Foundations in Grammatical Evolution for Dynamic Environments, by Ian Dempsey, Michael O’Neill, Anthony Brabazon, (electronic resource)

Foundations in Grammatical Evolution for Dynamic Environments, by Ian Dempsey, Michael O’Neill, Anthony Brabazon, (electronic resource)

Label
Foundations in Grammatical Evolution for Dynamic Environments
Title
Foundations in Grammatical Evolution for Dynamic Environments
Statement of responsibility
by Ian Dempsey, Michael O’Neill, Anthony Brabazon
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur in them. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution
Member of
http://library.link/vocab/creatorName
Dempsey, Ian
Image bit depth
0
LC call number
  • TA329-348
  • TA640-643
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • O’Neill, Michael.
  • Brabazon, Anthony.
  • SpringerLink
Series statement
Studies in Computational Intelligence,
Series volume
194
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Engineering mathematics
  • Economics
  • Engineering
  • Appl.Mathematics/Computational Methods of Engineering
  • Artificial Intelligence (incl. Robotics)
  • Economics general
Label
Foundations in Grammatical Evolution for Dynamic Environments, by Ian Dempsey, Michael O’Neill, Anthony Brabazon, (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
Grammatical Evolution -- Survey of EC in Dynamic Environments -- GE in Dynamic Environments -- Constant Creation and Adaptation in Grammatical Evolution -- Constant Creation with meta-Grammars -- Controlled Static Trading with GE -- Adaptive Dynamic Trading with GE -- Conclusions and the Future
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783642003141
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-00314-1
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-00314-1
Label
Foundations in Grammatical Evolution for Dynamic Environments, by Ian Dempsey, Michael O’Neill, Anthony Brabazon, (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
Grammatical Evolution -- Survey of EC in Dynamic Environments -- GE in Dynamic Environments -- Constant Creation and Adaptation in Grammatical Evolution -- Constant Creation with meta-Grammars -- Controlled Static Trading with GE -- Adaptive Dynamic Trading with GE -- Conclusions and the Future
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783642003141
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-00314-1
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-00314-1

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