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9781584881155

Sensitivity & Uncertainty Analysis, Volume 1: Theory

by ;
  • ISBN13:

    9781584881155

  • ISBN10:

    1584881151

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2003-05-28
  • Publisher: Chapman & Hall/

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Summary

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.

Table of Contents

Introduction
Concepts of Matrix and Operator Theory for Sensitivity and Uncertainty Analysis
Concepts of Probability Theory for Sensitivity and Uncertainty Analysis
Measurements, Errors, and Uncertainties: Basic Concepts
Local Sensitivity and Uncertainty Analysis of Linear Systems
Local Sensitivity and Uncertainty Analysis of Nonlinear Systems
Global Optimization and Sensitivity Analysis

Supplemental Materials

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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