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The Resource Analyzing evolutionary algorithms : the computer science perspective, Thomas Jansen, Department of Computer Science, University College Cork, Cork, Ireland

Analyzing evolutionary algorithms : the computer science perspective, Thomas Jansen, Department of Computer Science, University College Cork, Cork, Ireland

Label
Analyzing evolutionary algorithms : the computer science perspective
Title
Analyzing evolutionary algorithms
Title remainder
the computer science perspective
Statement of responsibility
Thomas Jansen, Department of Computer Science, University College Cork, Cork, Ireland
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Author
Subject
Language
eng
Summary
This book provides an introduction to the methods used to analyze evolutionary algorithms and other randomized search heuristics. Jansen starts with an algorithmic and modular perspective and gives guidelines for the design of evolutionary algorithms. He then places the approach in the broader research context with a chapter on theoretical perspectives. By adopting a complexity-theoretical perspective, he derives general limitations for black-box optimization, yielding lower bounds on the performance of evolutionary algorithms, and then develops general methods for deriving upper and lower bounds step by step. This main part is followed by a chapter covering practical applications of these methods. --
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Edited summary from book
Cataloging source
CtWfDGI
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Natural computing series
Analyzing evolutionary algorithms : the computer science perspective, Thomas Jansen, Department of Computer Science, University College Cork, Cork, Ireland
Label
Analyzing evolutionary algorithms : the computer science perspective, Thomas Jansen, Department of Computer Science, University College Cork, Cork, Ireland
Publication
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9783642173394&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4359334'}
Extent
1 online resource (x, 255 pages)
Form of item
online
Isbn
9783642173394
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

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