Active Subspaces is popular PDF and ePub book, written by Paul G. Constantine in 2015-03-17, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Active Subspaces can be Read Online from any device for your convenience.
Active Subspaces Book PDF Summary
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, and several examples of active subspaces in action.
Detail Book of Active Subspaces PDF
- Author : Paul G. Constantine
- Release : 17 March 2015
- Publisher : SIAM
- ISBN : 9781611973853
- Genre : Computers
- Total Page : 105 pages
- Language : English
- PDF File Size : 17,7 Mb
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