Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis - Couverture souple

Van Rooij, Iris; Blokpoel, Mark; Kwisthout, Johan; Wareham, Todd

 
9781108728973: Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
Couverture souple
ISBN 10 : 1108728979 ISBN 13 : 9781108728973
Editeur : Cambridge University Press, 2019

Synopsis

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.

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À propos des auteurs

Iris van Rooij is a psychologist and cognitive scientist based at the Donders Institute for Brain, Cognition and Behaviour and the School for Psychology and Artificial Intelligence at Radboud Universiteit Nijmegen, the Netherlands.

Mark Blokpoel is a computational cognitive scientist at the Donders Institute for Brain, Cognition and Behaviour at Radboud Universiteit Nijmegen, the Netherlands.

Johan Kwisthout is a computer scientist at the Donders Institute for Brain, Cognition and Behaviour and the School for Psychology and Artificial Intelligence at Radboud Universiteit Nijmegen, the Netherlands.

Todd Wareham is a computer scientist in the Department of Computer Science at Memorial University of Newfoundland, Canada.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2019
Langue
anglais
ISBN 10 
1108728979
ISBN 13 
9781108728973
Reliure
Broché
Nombre de pages
374
Coordonnées du fabricant
non disponible
Personne responsable
Avery
https://www.avery.fr/

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Dardilly
France

Autres éditions populaires du même titre

9781107043992: Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis

Edition présentée

ISBN 10 :  1107043999 ISBN 13 :  9781107043992
Editeur : Cambridge University Press, 2019
Couverture rigide