Parallel Stochastic Global Optimization Using Radial Basis Functions

We develop a parallel implementation of a stochastic radial basis function (RBF) algorithm for global optimization by Regis and Shoemaker [Regis, R. G., C. A. Shoemaker. 2007a. A stochastic radial basis function method for the global optimization of expensive functions. INFORMS J. Comput. 19 (4) 497...

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Bibliographic Details
Published in:	INFORMS journal on computing Vol. 21; no. 3; pp. 411 - 426
Main Authors:	Regis, Rommel G, Shoemaker, Christine A
Format:	Journal Article
Language:	English
Published:	Linthicum INFORMS 22.06.2009 Institute for Operations Research and the Management Sciences
Subjects:	Algorithms Bioremediation expensive function global optimization Groundwater groundwater bioremediation Mathematical optimization Methods Multiprocessing Optimization Optimization algorithms parallel optimization Properties radial basis function stochastic algorithm Stochastic models Stochastic programming Studies surrogate model Water, Underground
ISSN:	1091-9856, 1526-5528, 1091-9856
Online Access:	Get full text
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