Cognition and Intractability
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portes grátis
Cognition and Intractability
A Guide to Classical and Parameterized Complexity Analysis
Wareham, Todd (Memorial University of Newfoundland); Blokpoel, Mark (Radboud Universiteit Nijmegen); Kwisthout, Johan (Radboud Universiteit Nijmegen); van Rooij, Iris (Radboud Universiteit Nijmegen)
Cambridge University Press
04/2019
386
Mole
Inglês
9781108728973
Pré-lançamento - envio 15 a 20 dias após a sua edição
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.
Part I. Introduction: 1. Introduction; Part II. Concepts and Techniques: 2. Polynomial versus exponential time; 3. Polynomial-time reductions; 4. Classical complexity classes; 5. Fixed-parameter tractable time; 6. Parameterized reductions; 7. Parameterized complexity classes; Part III. Reflections and Elaborations: 8. Dealing with intractability; 9. Replies to common objections; Part IV. Applications: 10. Coherence as constraint satisfaction; 11. Analogy as structure mapping; 12. Communication as Bayesian inference.
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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.
Part I. Introduction: 1. Introduction; Part II. Concepts and Techniques: 2. Polynomial versus exponential time; 3. Polynomial-time reductions; 4. Classical complexity classes; 5. Fixed-parameter tractable time; 6. Parameterized reductions; 7. Parameterized complexity classes; Part III. Reflections and Elaborations: 8. Dealing with intractability; 9. Replies to common objections; Part IV. Applications: 10. Coherence as constraint satisfaction; 11. Analogy as structure mapping; 12. Communication as Bayesian inference.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
