Active Subspaces

Name: Active Subspaces
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9781611973853
Price: 51.76 EUR
Availability: InStock

Emerging Ideas for Dimension Reduction in Parameter Studies

Autor: Paul G. Constantine

Jazyk:

Väzba: Brožovaná

Vydavateľ: Society for Industrial & Applied Mathematics,U.S.

Dostupnosť: Skladom u dodávateľa

Odosielame za 14-20 dní

51.76 €

Scientists and engineers use computer simulations to study relationships between a model's input par...

Informácie o knihe

Autor

Paul G. Constantine

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2015

Stránok

109

EAN

9781611973853

ISBN

1611973856

Enbook ID

09385615

Vydavateľ

Society for Industrial & Applied Mathematics,U.S.

Hmotnosť

Rozmery

257 x 185 x 23

Kompletný popis

Scientists and engineers use computer simulations to study relationships between a model's input parameters and its outputs. Thorough parameter studies are, however, challenging, if not impossible, when the simulation is expensive and the model has several inputs. To enable studies in these instances, the engineer may attempt to reduce the dimension of the model's input parameter space. Active subspaces are an emerging set of dimension reduction tools that identify important directions in the parameter space. This book describes techniques for discovering a model's active subspace and proposes methods for exploiting the reduced dimension to enable otherwise infeasible parameter studies. Readers will find new ideas for dimension reduction, easy-to-implement algorithms, and several examples of active subspaces in action. This book is intended for researchers and graduate students in computational science, applied mathematics, statistics, and engineering.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Active Subspaces

Emerging Ideas for Dimension Reduction in Parameter Studies

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež