Multi-fidelity surrogates : modeling, optimization and applications

Multi-fidelity surrogates : modeling, optimization and applications / Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma.

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...

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Bibliographic Details
Main Authors: Zhou, Qi (Author), Zhao, Min (Author), Hu, Jiexiang (Author), Ma, Mengying (Author)
Format: eBook
Language:English
Published: Singapore : Springer, [2023]
Series:Engineering applications of computational methods ; v. 12.
Subjects:
Engineering design > Mathematical models.
Surrogate-based optimization.
Engineering mathematics.
Engineering design > Mathematical models
Engineering mathematics
Surrogate-based optimization
Online Access:Click for online access
Table of Contents:
  • 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.

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