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Global Optimization Employing Gaussian Process-Based Bayesian Surrogates†

The simulation of complex physics models may lead to enormous computer running times. Since the simulations are expensive it is necessary to exploit the computational budget in the best possible manner. If for a few input parameter settings an output data set has been acquired, one could be interest...

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Detalles Bibliográficos
Autores principales: Preuss, Roland, von Toussaint, Udo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512716/
https://www.ncbi.nlm.nih.gov/pubmed/33265292
http://dx.doi.org/10.3390/e20030201