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Rommel Regis
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A stochastic radial basis function method for the global optimization of expensive functions
RG Regis, CA Shoemaker
INFORMS Journal on Computing 19 (4), 497-509, 2007
5452007
Constrained global optimization of expensive black box functions using radial basis functions
RG Regis, CA Shoemaker
Journal of Global optimization 31, 153-171, 2005
4212005
ORBIT: Optimization by radial basis function interpolation in trust-regions
SM Wild, RG Regis, CA Shoemaker
SIAM Journal on Scientific Computing 30 (6), 3197-3219, 2008
3052008
Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization
RG Regis, CA Shoemaker
Engineering Optimization 45 (5), 529-555, 2013
2672013
Evolutionary programming for high-dimensional constrained expensive black-box optimization using radial basis functions
RG Regis
IEEE Transactions on Evolutionary Computation 18 (3), 326-347, 2013
2612013
Constrained optimization by radial basis function interpolation for high-dimensional expensive black-box problems with infeasible initial points
RG Regis
Engineering Optimization 46 (2), 218-243, 2014
1932014
Local function approximation in evolutionary algorithms for the optimization of costly functions
RG Regis, CA Shoemaker
IEEE transactions on evolutionary computation 8 (5), 490-505, 2004
1922004
Improved strategies for radial basis function methods for global optimization
RG Regis, CA Shoemaker
Journal of Global Optimization 37, 113-135, 2007
1912007
Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions
RG Regis
Computers & Operations Research 38 (5), 837-853, 2011
1872011
Bayesian calibration and uncertainty analysis for computationally expensive models using optimization and radial basis function approximation
N Bliznyuk, D Ruppert, C Shoemaker, R Regis, S Wild, P Mugunthan
Journal of Computational and Graphical Statistics 17 (2), 270-294, 2008
1432008
Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method
M Amine Bouhlel, N Bartoli, RG Regis, A Otsmane, J Morlier
Engineering Optimization 50 (12), 2038-2053, 2018
1382018
Particle swarm with radial basis function surrogates for expensive black-box optimization
RG Regis
Journal of Computational Science 5 (1), 12-23, 2014
1262014
Comparison of function approximation, heuristic, and derivative‐based methods for automatic calibration of computationally expensive groundwater bioremediation models
P Mugunthan, CA Shoemaker, RG Regis
Water Resources Research 41 (11), 2005
1162005
A surrogate-assisted evolution strategy for constrained multi-objective optimization
R Datta, RG Regis
Expert Systems with Applications 57, 270-284, 2016
1062016
A quasi-multistart framework for global optimization of expensive functions using response surface models
RG Regis, CA Shoemaker
Journal of Global Optimization 56, 1719-1753, 2013
942013
Parallel stochastic global optimization using radial basis functions
RG Regis, CA Shoemaker
INFORMS Journal on Computing 21 (3), 411-426, 2009
922009
Parallel radial basis function methods for the global optimization of expensive functions
RG Regis, CA Shoemaker
European journal of operational research 182 (2), 514-535, 2007
792007
Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation
AS CHRISTINE, GR ROMMEL, RC Fleming
Hydrological sciences journal 52 (3), 450-465, 2007
612007
Trust regions in Kriging-based optimization with expected improvement
RG Regis
Engineering optimization 48 (6), 1037-1059, 2016
592016
On the properties of positive spanning sets and positive bases
RG Regis
Optimization and Engineering 17 (1), 229-262, 2016
562016
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