Beschreibung
Produktdetails
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.
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.
Noch keine Bewertungen vorhanden
Verfassen Sie die erste Bewertung zu diesem Artikel
Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.
Kurze Frage zu unserer Seite
Vielen Dank für dein Feedback
Wir nutzen dein Feedback, um unsere Produktseiten zu verbessern. Bitte habe Verständnis, dass wir dir keine Rückmeldung geben können. Falls du Kontakt mit uns aufnehmen möchtest, kannst du dich aber gerne an unseren Kund*innenservice wenden.
zum Kundenservice