The Resource Evolutionary optimization : the [mu]GP toolkit, Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero, (electronic resource)

Evolutionary optimization : the [mu]GP toolkit, Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero, (electronic resource)

Label
Evolutionary optimization : the [mu]GP toolkit
Title
Evolutionary optimization
Title remainder
the [mu]GP toolkit
Statement of responsibility
Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero
Creator
Contributor
Provider
Subject
Language
eng
Summary
This book describes an award-winning evolutionary algorithm that outperformed experts and conventional heuristics in solving several industrial problems. It presents a discussion of the theoretical and practical aspects that enabled μGP (MicroGP) to autonomously find the optimal solution of hard problems, handling highly structured data, such as full-fledged assembly programs, with functions and interrupt handlers. For a practitioner, μGP is simply a versatile optimizer to tackle most problems with limited setup effort. The book is valuable for all who require heuristic problem-solving methodologies, such as engineers dealing with verification and test of electronic circuits; or researchers working in robotics and mobile communication. Examples are provided to guide the reader through the process, from problem definition to gathering results. For an evolutionary computation researcher, μGP may be regarded as a platform where new operators and strategies can be easily tested. MicroGP (the toolkit) is an active project hosted by Sourceforge: http://ugp3.sourceforge.net/
Member of
Cataloging source
QE2
http://library.link/vocab/creatorName
Sanchez, Ernesto
Image bit depth
0
LC call number
QA76.618
LC item number
.S26 2011
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Schillaci, Massimiliano
  • Squillero, Giovanni
http://library.link/vocab/subjectName
  • Evolutionary computation
  • Computer algorithms
  • Mathematical optimization
  • Epidemiology
  • Mental health services
  • Social psychiatry
  • Social Science
  • Health
  • Mathematics
  • Medicine
  • COMPUTERS
  • Informatique
  • Computer algorithms
  • Evolutionary computation
  • Mathematical optimization
Label
Evolutionary optimization : the [mu]GP toolkit, Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero, (electronic resource)
Instantiates
Publication
Note
Title from PDF t.p. (SpringerLink, viewed Apr. 27, 2011)
Antecedent source
mixed
Bibliography note
Includes bibliographical references (pages 177-178)
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
Evolutionary computation -- Why yet another one evolutionary optimizer? -- The μGP architecture -- Advanced features -- Performing an evolutionary run -- Command line syntax -- Syntax of the settings file -- Syntax of the population parameters file -- Syntax of the external constraints file -- Writing a compliant evaluator -- Implementation details -- Examples and applications -- Argument and option synopsis -- External constraints synopsis -- Index -- References
Dimensions
unknown
Extent
1 online resource (xiii, 178 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387094267
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-09425-0
System control number
  • (OCoLC)712777186
  • (OCoLC)ocn712777186
Label
Evolutionary optimization : the [mu]GP toolkit, Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero, (electronic resource)
Publication
Note
Title from PDF t.p. (SpringerLink, viewed Apr. 27, 2011)
Antecedent source
mixed
Bibliography note
Includes bibliographical references (pages 177-178)
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
Evolutionary computation -- Why yet another one evolutionary optimizer? -- The μGP architecture -- Advanced features -- Performing an evolutionary run -- Command line syntax -- Syntax of the settings file -- Syntax of the population parameters file -- Syntax of the external constraints file -- Writing a compliant evaluator -- Implementation details -- Examples and applications -- Argument and option synopsis -- External constraints synopsis -- Index -- References
Dimensions
unknown
Extent
1 online resource (xiii, 178 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387094267
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-09425-0
System control number
  • (OCoLC)712777186
  • (OCoLC)ocn712777186

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