Cognition and Intractability
eBook - PDF

Cognition and Intractability

A Guide to Classical and Parameterized Complexity Analysis

Iris van Rooij,Mark Blokpoel,Johan Kwisthout,Todd Wareham

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Cognition and Intractability

A Guide to Classical and Parameterized Complexity Analysis

Iris van Rooij,Mark Blokpoel,Johan Kwisthout,Todd Wareham

Book details
Table of contents
Citations

About This Book

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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Table of contents

Citation styles for Cognition and Intractability

APA 6 Citation

Rooij, I. van, Blokpoel, M., Kwisthout, J., & Wareham, T. (2019). Cognition and Intractability ([edition unavailable]). Cambridge University Press. Retrieved from https://www.perlego.com/book/4221896 (Original work published 2019)

Chicago Citation

Rooij, Iris van, Mark Blokpoel, Johan Kwisthout, and Todd Wareham. (2019) 2019. Cognition and Intractability. [Edition unavailable]. Cambridge University Press. https://www.perlego.com/book/4221896.

Harvard Citation

Rooij, I. van et al. (2019) Cognition and Intractability. [edition unavailable]. Cambridge University Press. Available at: https://www.perlego.com/book/4221896 (Accessed: 17 June 2024).

MLA 7 Citation

Rooij, Iris van et al. Cognition and Intractability. [edition unavailable]. Cambridge University Press, 2019. Web. 17 June 2024.