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Cognitive Model Optimization with Parallel Genetic Algorithms

Name: Cognitive Model Optimization with Parallel Genetic Algorithms
Brand: VDM Verlag
SKU: 9783639167849
Price: 48.37 EUR
Availability: InStock

Investigating Individual Differences

Autor: Sue Kase

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

48.37 €

To enable an individual differences investigation of §how stress affects cognitive performance in a...

Informácie o knihe

Autor

Sue Kase

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2009

Stránok

108

EAN

9783639167849

ISBN

3639167848

Enbook ID

06825145

Vydavateľ

VDM Verlag

Hmotnosť

168

Rozmery

152 x 229 x 7

Kompletný popis

To enable an individual differences investigation of §how stress affects cognitive performance in a mental §serial subtraction task a new optimization approach §was developed for computing the fit of a serial §subtraction cognitive model to human performance §data by varying architectural parameters. The new §optimization approach utilizes a modified parallel §genetic algorithm (PGA) on a high performance §computing (HPC) cluster together with the ACT-R §cognitive architecture and a serial subtraction §cognitive model. The optimization approach was §highly successful in fitting the serial subtraction §model superseding the field s traditional manual §optimization process. The optimization results §revealed several interesting patterns in the §parametric values found to produce best fits to the §human data; some of which are supported by §individual differences theories of stress and §anxiety from cognitive performance research. The §book describes a prototype optimization system for §individual differences modeling and validation that §is useful to cognitive science and performance §researchers.

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Cognitive Model Optimization with Parallel Genetic Algorithms

Investigating Individual Differences

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