Optimization of Drawbeads Based on Parallel Infilling Strategy and Kriging Models
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چکیده
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Small ensembles of kriging models for optimization
The Efficient Global Optimization (EGO) algorithm uses a conditional Gaussian Process (GP) to approximate an objective function known at a finite number of observation points and sequentially adds new points which maximize the Expected Improvement criterion according to the GP. The important factor that controls the efficiency of EGO is the GP covariance function (or kernel) which should be cho...
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ژورنال
عنوان ژورنال: Journal of Mechanical Engineering
سال: 2019
ISSN: 0577-6686
DOI: 10.3901/jme.2019.08.073