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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Bibliographic Details
Published in:Entropy
Main Authors: Roland Preuss, Udo von Toussaint
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/3/201