Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis - Softcover
Synopsis
Provides an accessible introduction to computational complexity analysis and its application to questions of intractability in cognitive science.
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About the Authors
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.
"About this title" may belong to another edition of this title.
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Cognition and Intractability
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Cognition and Intractability
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Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
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ISBN 13: 9781108728973
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Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
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Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
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Cognition and Intractability (Paperback)
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Paperback. Condition: new. Paperback. 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. This is the first book to provide an accessible introduction to computational complexity analysis and its application to questions of intractability in cognitive science. It is essential reading for students and researchers who want to understand how cognitive models can be scaled from the lab to situations of real-world complexity. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781108728973
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Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
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Cognition and Intractability: A Guide to Classical and Parameterized Complexity Analysis
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