Multi-fidelity Surrogates Modeling, Optimization and Applications /
This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. M...
Uloženo v:
| Hlavní autoři: | , , , |
|---|---|
| Korporativní autor: | |
| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
|
| Vydání: | 1st ed. 2023. |
| Edice: | Engineering Applications of Computational Methods,
12 |
| Témata: | |
| On-line přístup: | https://doi.org/10.1007/978-981-19-7210-2 |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
Obsah:
- Preface
- Chapter 1 Introduction
- Chapter 2 Hierarchical multi-fidelity surrogates modeling
- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling
- Chapter 4 Sequential multi-fidelity surrogates modeling
- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization
- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization
- Chapter 7 Multi-fidelity surrogates assisted robust design optimization
- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization
- Chapter 9 Engineering Applications
- Chapter 10 Concluding remarks.