Surrogate model-based engineering design and optimization

Surrogate model-based engineering design and optimization / Ping Jiang, Qi Zhou, Xinyu Shao.

This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization. Surrogate or meta...

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Bibliographic Details
Main Authors: Jiang, Ping (Author), Zhou, Qi (Author), Shao, Xinyu (Author)
Format: eBook
Language:English
Published: Singapore : Springer, 2020.
Series:Springer tracts in mechanical engineering,
Subjects:
Engineering design > Mathematical models.
Engineering design > Mathematical models
Online Access:Click for online access

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