Borgonovo, Emanuele
Sensitivity Analysis
1. Decisions and Sensitivity Analysis
Emanuele Borgonovo
2. Setup of Sensitivity Analysis
Emanuele Borgonovo
Part I. Deterministic Methods
3. Tornado Diagrams
Emanuele Borgonovo
4. One-Way Sensitivity Functions
Emanuele Borgonovo
5. Differentiation-Based Methods
Emanuele Borgonovo
6. An Application: Classical Optimization
Emanuele Borgonovo
7. From Infinitesimal to Finite Changes: Generalized Tornado Diagrams
Emanuele Borgonovo
8. Estimation and a Computational Shortcut
Emanuele Borgonovo
9. Multilinear Functions: Taylor Versus Functional ANOVA Expansions
Emanuele Borgonovo
10. What to Use and When
Emanuele Borgonovo
11. Value of Information
Emanuele Borgonovo
12. Local Sensitivity Analysis with Constraints
Emanuele Borgonovo
Part II. Probabilistic Sensitivity Methods
13. Uncertainty Quantification
Emanuele Borgonovo
14. Global Sensitivity Analysis
Emanuele Borgonovo
15. Variance-Based Methods
Emanuele Borgonovo
16. The 17. CDF-Based Sensitivity Measures 18. Transformation Invariant Sensitivity Measures 19. Global Sensitivity Analysis with Value of Information 20. Exercising Global Sensitivity Analysis: Test Cases 21. Additional Results on the Analytical Properties of High-Dimensional Model Representations Part III. Applications 22. Case Studies Nyckelord: Business and Management, Operation Research/Decision Theory, Operations Research, Management Science
Emanuele Borgonovo
Emanuele Borgonovo
Emanuele Borgonovo
Emanuele Borgonovo
Emanuele Borgonovo
Emanuele Borgonovo
- Författare
- Borgonovo, Emanuele
- Utgivare
- Springer
- Utgivningsår
- 2017
- Språk
- en
- Utgåva
- 1
- Serie
- International Series in Operations Research & Management Science
- Sidantal
- 14 sidor
- Kategori
- Ekonomisk
- Format
- E-bok
- eISBN (PDF)
- 9783319522593
- Tryckt ISBN
- 978-3-319-52257-9