Ebook Free Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies
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Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies
Ebook Free Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies
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Book Description
Studying the relationship between a model's input parameters and its outputs is challenging when the simulation is expensive and the model has several inputs. This book presents techniques and algorithms for discovering and exploiting active subspaces: an emerging set of tools for dimension reduction of the model's input parameter space.
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About the Author
Paul G. Constantine is the Ben L. Fryrear Assistant Professor of Applied Mathematics and Statistics at Colorado School of Mines. He received his Ph.D. from Stanford's Institute for Computational and Mathematical Engineering and spent two years as the von Neumann Fellow at the Sandia National Laboratories' Computer Science Research Institute. His research interests include uncertainty quantification and dimension reduction for large-scale computer simulations.
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Product details
Paperback: 110 pages
Publisher: SIAM-Society for Industrial and Applied Mathematics (March 17, 2015)
Language: English
ISBN-10: 9781611973853
ISBN-13: 978-1611973853
ASIN: 1611973856
Product Dimensions:
6.8 x 0.3 x 9.7 inches
Shipping Weight: 5.6 ounces (View shipping rates and policies)
Average Customer Review:
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Amazon Best Sellers Rank:
#2,776,538 in Books (See Top 100 in Books)
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