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Sensitivity & Uncertainty Analysis, Volume 1: Theory

Sensitivity & Uncertainty Analysis, Volume 1: Theory

Hardcover

Series: Sensitivity & Uncertainty Analysis Theory

Medical ReferenceGeneral ComputersGeneral Mathematics

ISBN10: 1584881151
ISBN13: 9781584881155
Publisher: Crc Pr Inc
Published: May 28 2003
Pages: 304
Weight: 1.23
Height: 0.86 Width: 6.14 Depth: 9.70
Language: English
As computer-assisted modeling and analysis of physical processes have continued to grow and diversify, sensitivity and uncertainty analyses have become indispensable investigative scientific tools in their own right. While most techniques used for these analyses are well documented, there has yet to appear a systematic treatment of the method based on adjoint operators, which is applicable to a much wider variety of problems than methods traditionally used in control theory. This book fills that gap, focusing on the mathematical underpinnings of the Adjoint Sensitivity Analysis Procedure (ASAP) and the use of deterministically obtained sensitivities for subsequent uncertainty analysis.

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