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Kniha Cognitive Model Optimization with Parallel Genetic Algorithms Sue Kase

Cognitive Model Optimization with Parallel Genetic Algorithms

Investigating Individual Differences

Autor: Sue Kase
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: VDM Verlag
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
1 174 Kč
To enable an individual differences investigation of §how stress affects cognitive performance in a...

Informace o knize

Autor
Sue Kase
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
108
EAN
9783639167849
ISBN
3639167848
Enbook ID
06825145
Vydavatel
VDM Verlag
Hmotnost
168
Rozměry
152 x 229 x 7

Kompletní 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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