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Document type:
Bachelorarbeit 
Author(s):
Jonas Donhauser 
Title:
Radial Basis Function Surrogates for Derivative-Free Optimization in NOWPAC 
Translated title:
Radiale Basis Funktionen für ableitungsfreie Optimierung in NOWPAC 
Abstract:
Radial Basis Function (RBF) interpolation has become a popular interpolation method in many scientific fields, due to several useful mathematical properties. We will present a modified variant of the derivative free optimization algorithm NOWPAC (Nonlinear Optimization With Path-Augmented Constraints)[F A14], using RBF surrogate models instead of the native quadratic model. Since the amount of black box evaluations should be as low as possible, the surrogate model is supposed to offer a good lo...    »
 
Supervisor:
Bungartz, Hans-Joachim 
Advisor:
Menhorn, Friedrich 
Year:
2019 
Quarter:
3. Quartal 
Year / month:
2019-09 
Month:
Sep 
Language:
en 
University:
Technical University of Munich 
Faculty:
Fakultät für Informatik