The Resource Genetic programming theory and practice VI, Rick Riolo, Terence Soule, Bill Worzel (eds.), (electronic resource)

Genetic programming theory and practice VI, Rick Riolo, Terence Soule, Bill Worzel (eds.), (electronic resource)

Label
Genetic programming theory and practice VI
Title
Genetic programming theory and practice VI
Statement of responsibility
Rick Riolo, Terence Soule, Bill Worzel (eds.)
Title variation
  • Genetic programming theory and practice 6
  • Genetic programming theory and practice six
Contributor
Provider
Subject
Language
eng
Summary
Genetic Programming Theory and Practice VI was developed from the sixth workshop at the University of Michigan's Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). Contributions from the foremost international researchers and practitioners in the GP arena examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. These contributions address several significant inter-dependent themes which emerged from this year's workshop, including: Making efficient and effective use of test data Sustaining the long term evolvability of our GP systems Exploiting discovered subsolutions for reuse Increasing the role of a Domain Expert In the course of investigating these themes, the chapters describe a variety of techniques in widespread use among practitioners who deal with industrial-scale, real-world problems, such as: Pareto optimization, particularly as a means to limit solution complexity Various types of age-layered populations or niching mechanisms Data partitioning, a priori or adaptively, e.g., via co-evolution Cluster computing or general purpose graphics processors for parallel computing Ensemble/team solutions This work covers applications of GP to a host of domains, including bioinformatics, symbolic regression for system modeling in various settings, circuit design, and financial modeling to support portfolio management. This volume is a unique and indispensable tool for academics, researchers and industry professionals involved in GP, evolutionary computation, machine learning and artificial intelligence
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA76.623
LC item number
.G49 2009
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Riolo, Rick
  • Soule, Terence
  • Worzel, Bill
Series statement
Genetic and Evolutionary Computation,
http://library.link/vocab/subjectName
  • Genetic programming (Computer science)
  • Computer Science
  • COMPUTERS
  • COMPUTERS
  • Genetic programming (Computer science)
  • Informatique
Label
Genetic programming theory and practice VI, Rick Riolo, Terence Soule, Bill Worzel (eds.), (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
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
Dimensions
unknown
Extent
1 online resource (xiv, 271 p.)
File format
multiple file formats
Form of item
electronic
Isbn
9780387876238
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-87622-1
System control number
  • (OCoLC)318545421
  • (OCoLC)ocn318545421
Label
Genetic programming theory and practice VI, Rick Riolo, Terence Soule, Bill Worzel (eds.), (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
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
Dimensions
unknown
Extent
1 online resource (xiv, 271 p.)
File format
multiple file formats
Form of item
electronic
Isbn
9780387876238
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-87622-1
System control number
  • (OCoLC)318545421
  • (OCoLC)ocn318545421

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