Active Subspaces

Name: Active Subspaces
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9781611973853
Price: 1254 CZK
Availability: InStock

Emerging Ideas for Dimension Reduction in Parameter Studies

Autor: Paul G. Constantine

Jazyk:

Vazba: Brožovaná

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

Dostupnost: Skladem u dodavatele

Odesíláme za 14-20 dnů

1 254 Kč

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

Informace o knize

Autor

Paul G. Constantine

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2015

Stránek

109

EAN

9781611973853

ISBN

1611973856

Enbook ID

09385615

Vydavatel

Society for Industrial & Applied Mathematics,U.S.

Hmotnost

Rozměry

257 x 185 x 23

Kompletní 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.

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Active Subspaces

Emerging Ideas for Dimension Reduction in Parameter Studies

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také