Presents a rigorous yet accessible treatment of the ASAP and FSAP methods of sensitivity analysis, including discussion of their relative advantages and disadvantages Includes three introductory chapters that review the relevant mathematical concepts of matrix and operator theory, probability and statistics, and the theory and practice of measurements and errors Explores local sensitivity and uncertainty analysis for both linear and nonlinear systems Describes a computational algorithm for global sensitivity analysis and illustrates its use with an application to the dynamic behavior of a...
Presents a rigorous yet accessible treatment of the ASAP and FSAP methods of sensitivity analysis, including discussion of their relative advantages a...
As computer-assisted modeling and analysis of physical processes have continued to grow and diversify, sensitivity and uncertainty analyses have become indispensable scientific tools. Sensitivity and Uncertainty Analysis. Volume I: Theory focused on the mathematical underpinnings of two important methods for such analyses: the Adjoint Sensitivity Analysis Procedure and the Global Adjoint Sensitivity Analysis Procedure. This volume concentrates on the practical aspects of performing these analyses for large-scale systems. The applications addressed include two-phase flow problems, a radiative...
As computer-assisted modeling and analysis of physical processes have continued to grow and diversify, sensitivity and uncertainty analyses have becom...
