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 to cart. $33.00, poor condition, Sold by Books International rated 3.0 out of 5 stars, ships from Toronto, ON, CANADA, 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. $58.30, like new condition, Sold by GreatBookPrices rated 4.0 out of 5 stars, ships from Columbia, MD, UNITED STATES, 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:
18360269326
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