Smoothing of Surrogate Models

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Authors:

Bernstein A., Belyaev M., Burnaev E., Yanovich, Yu.

Journal / Event:

Proc. of the conf. "Information Technologies and Systems". 2011. P. 423-432.

Abstract:

In the present work methods for controlling smoothness of surrogate models is proposed and justified. Such control of smoothness is important in surrogate based optimization process.

Keywords: Approximation