{"product_id":"active-subspaces-emerging-ideas-for-dimension-reduction-in-parameter-studies-emerging-ideas-for-dimension-reduction-in-parameter-studies-paperback-softback-9781611973853","title":"Active Subspaces – Emerging Ideas for Dimension Reduction in Parameter Studies; Emerging Ideas for Dimension Reduction in Parameter Studies (Paperback \/ softback) 9781611973853","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eActive Subspaces – Emerging Ideas for Dimension Reduction in Parameter Studies\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eEmerging Ideas for Dimension Reduction in Parameter Studies\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eTechniques and algorithms for discovering and exploiting active subspaces: important new dimension reduction tools for computational scientists.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003ePaul G. Constantine (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781611973853\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 30 March 2015\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e109 pages\u003cbr\u003e25.5 x 17.8 x 0.6 cm, 0.234 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eScientists 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface\u003cbr\u003e 1. Quick start\u003cbr\u003e 2. Parameterized models in physics and engineering\u003cbr\u003e 3. Discover the active subspace\u003cbr\u003e 4. Exploit the active subspace\u003cbr\u003e 5. Active subspaces in action\u003cbr\u003e 6. Summary and future directions\u003cbr\u003e Bibliography\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Miscellaneous items [\u003ca title=\"See our other books on Miscellaneous items\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Miscellaneous%20items%20%5BWZ%5D%22\"\u003eWZ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"MP–SIA SIAM – Society for Industrial and Applied M","offers":[{"title":"Brand New","offer_id":52446331339032,"sku":"9781611973853","price":33.79,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781611973853i.jpg?v=1785111091","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/active-subspaces-emerging-ideas-for-dimension-reduction-in-parameter-studies-emerging-ideas-for-dimension-reduction-in-parameter-studies-paperback-softback-9781611973853","provider":"Freshly Printed Books","version":"1.0","type":"link"}