New methods for the sensitivity analysis of black-box functions with an application to sheet metal forming A doctoral Thesis by Jana Fruth

MathSchoolinternational.com contain houndreds of Free Math e-Books. Which cover almost all topics of mathematics. To see an extisive list of Sensitivity Analysis eBooks . We hope mathematician or person who’s interested in mathematics like these books.

New methods for the sensitivity analysis of black-box functions with an application to sheet metal forming A doctoral Thesis written by Jana Fruth . This is an other great mathematics book cover the following topics of complex number.

1. Introduction

2. Sensitivity Analysis
Background, The role of metamodels, Variance-based indices, Definition of various variance-based indices, Monte Carlo estimation, Frequency-based estimation, Derivative-based methods, Morris screening by elementary effects, DGSM, Ongoing developments in sensitivity analysis

3. Sensitivity Analysis for Interaction Screening
Total interaction indices, TII estimation, Theoretical properties of TII estimators, Estimating the full set of TIIs, Simulation study, Threshold decision, Implementation, Crossed DGSM

4. Sensitivity Analysis for Functional Input
Sequential functional sensitivity analysis, Error-free test cases, Splitting and design, Implementation, Analytical example

5. Support Analysis
Support index functions, Analytical example, Expected values

6. Application to a Sheet Metal Forming Process
Thickness reduction, Functional input application

7. Conclusion and Outlook

A Notations

B Data

Bibliography

Download Free PDF
Download Similar Books

Math Books of Sensitivity Analysis

Math Books of Sensitivity Analysis of Linear Programming Research

Other Famous Books Topics:-

• Abstract Algebra
• Calculus
• Differential Equations
• Engineering Mathematics
• Linear Algebra
• Math Magic
• Real Analysis

Other Topics:-

• Basic Algebra
• Basic Mathematics
• Math History
• Math Formulas
• Mathematical Methods
• Number Theory
• Bio Mathematics
• Business Mathematics
• Probability & Statistics