Active Subspaces

Name: Active Subspaces
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9781611973853
Price: 269.15 RON
Availability: InStock

Emerging Ideas for Dimension Reduction in Parameter Studies

Autor: Paul G. Constantine

Limbă:

Legare: Carte broșată

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

Disponibilitate: În depozitul extern

Expediem în 14-20 zile

269.15 lei

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

Informații despre carte

Autor

Paul G. Constantine

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2015

Pagini

109

EAN

9781611973853

ISBN

1611973856

Enbook ID

09385615

Editura

Society for Industrial & Applied Mathematics,U.S.

Greutate

Dimensiuni

257 x 185 x 23

Descriere completă

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

Informații despre carte

Descriere completă

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