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Multi-Fidelity Local Surrogate Model for Computationally Efficient Microwave Component Design Optimization

In order to minimize the number of evaluations of high-fidelity (“fine”) model in the optimization process, to increase the optimization speed, and to improve optimal solution accuracy, a robust and computational-efficient multi-fidelity local surrogate-model optimization method is proposed. Based o...

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Detalles Bibliográficos
Autores principales: Song, Yiran, Cheng, Qingsha S., Koziel, Slawomir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651435/
https://www.ncbi.nlm.nih.gov/pubmed/31324011
http://dx.doi.org/10.3390/s19133023