Scientists and engineers use computer simulations to study relationships between a model's input parameters and its outputs. However, thorough parameter studies are 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 ...
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Scientists and engineers use computer simulations to study relationships between a model's input parameters and its outputs. However, thorough parameter studies are 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. Several examples of active subspaces in action.
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Add this copy of Active Subspaces: Emerging Ideas for Dimension to cart. $69.34, new condition, Sold by Kennys.ie rated 4.0 out of 5 stars, ships from Galway, IRELAND, published 2015 by Society for Industrial & Applied Mathematics,U.S..
Edition:
2015, Society for Industrial & Applied Mathematics,U.S.
Publisher:
Society for Industrial & Applied Mathematics,U.S.
Published:
2015
Language:
English
Alibris ID:
18274484959
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Seller's Description:
New. Techniques and algorithms for discovering and exploiting active subspaces: important new dimension reduction tools for computational scientists. Num Pages: 110 pages. BIC Classification: PBWH. Category: (U) Tertiary Education (US: College). Dimension: 185 x 257 x 23. Weight in Grams: 222. 2015. Paperback.....We ship daily from our Bookshop.
Add this copy of Active Subspaces: Emerging Ideas for Dimension to cart. $78.85, new condition, Sold by Booksplease rated 4.0 out of 5 stars, ships from Southport, MERSEYSIDE, UNITED KINGDOM, published 2015 by Society for Industrial & Applied Mathematics,U.S..
Edition:
2015, Society for Industrial & Applied Mathematics,U.S.
Add this copy of Active Subspaces: Emerging Ideas for Dimension to cart. $116.63, new condition, Sold by Just one more Chapter rated 4.0 out of 5 stars, ships from Miramar, FL, UNITED STATES, published 2015 by Society for Industrial and App.
Edition:
2015, Society for Industrial & Applied Mathematics,U.S.
Add this copy of Active Subspaces: Emerging Ideas for Dimension to cart. $118.20, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2015 by Society for Industrial and App.
Edition:
2015, Society for Industrial & Applied Mathematics,U.S.
