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The Resource Cognition and intractability : a guide to classical and parameterized complexity analysis, Iris van Rooij, Mark Blokpoel, Johan Kwisthout, Todd Wareham

Cognition and intractability : a guide to classical and parameterized complexity analysis, Iris van Rooij, Mark Blokpoel, Johan Kwisthout, Todd Wareham

Label
Cognition and intractability : a guide to classical and parameterized complexity analysis
Title
Cognition and intractability
Title remainder
a guide to classical and parameterized complexity analysis
Statement of responsibility
Iris van Rooij, Mark Blokpoel, Johan Kwisthout, Todd Wareham
Creator
Contributor
Author
Subject
Language
eng
Summary
Intractability is a growing concern across the cognitive sciences: while many models of cognition can describe and predict human behavior in the lab, it remains unclear how these models can scale to situations of real-world complexity. Cognition and Intractability is the first book to provide an accessible introduction to computational complexity analysis and its application to questions of intractability in cognitive science. Covering both classical and parameterized complexity analysis, it introduces the mathematical concepts and proof techniques that can be used to test one's intuition of (in)tractability. It also describes how these tools can be applied to cognitive modeling to deal with intractability, and its ramifications, in a systematic way. Aimed at students and researchers in philosophy, cognitive neuroscience, psychology, artificial intelligence, and linguistics who want to build a firm understanding of intractability and its implications in their modeling work, it is an ideal resource for teaching or self-study
Cataloging source
UkCbUP
http://library.link/vocab/creatorDate
1973-
http://library.link/vocab/creatorName
Rooij, Iris van
Dewey number
511.3/52
Index
index present
LC call number
QA267.7
LC item number
.R66 2019
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
  • 1984-
  • 1976-
  • 1963-
http://library.link/vocab/relatedWorkOrContributorName
  • Blokpoel, Mark
  • Kwisthout, Johan
  • Wareham, Todd
http://library.link/vocab/subjectName
  • Computational complexity
  • Decision making
  • Probabilities
Label
Cognition and intractability : a guide to classical and parameterized complexity analysis, Iris van Rooij, Mark Blokpoel, Johan Kwisthout, Todd Wareham
Instantiates
Publication
Note
Title from publisher's bibliographic system (viewed on 26 Mar 2019)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
CR9781107358331
Extent
1 online resource (xx, 354 pages)
Form of item
online
Isbn
9781107358331
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
digital, PDF file(s).
Specific material designation
remote
Label
Cognition and intractability : a guide to classical and parameterized complexity analysis, Iris van Rooij, Mark Blokpoel, Johan Kwisthout, Todd Wareham
Publication
Note
Title from publisher's bibliographic system (viewed on 26 Mar 2019)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
CR9781107358331
Extent
1 online resource (xx, 354 pages)
Form of item
online
Isbn
9781107358331
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
digital, PDF file(s).
Specific material designation
remote

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