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 | 553 | 2007 |
Constrained global optimization of expensive black box functions using radial basis functions RG Regis, CA Shoemaker Journal of Global optimization 31, 153-171, 2005 | 424 | 2005 |
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 | 309 | 2008 |
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 | 271 | 2013 |
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 | 266 | 2013 |
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 | 197 | 2014 |
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 | 192 | 2004 |
Improved strategies for radial basis function methods for global optimization RG Regis, CA Shoemaker Journal of Global Optimization 37, 113-135, 2007 | 191 | 2007 |
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 | 188 | 2011 |
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 | 144 | 2008 |
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 | 140 | 2018 |
Particle swarm with radial basis function surrogates for expensive black-box optimization RG Regis Journal of Computational Science 5 (1), 12-23, 2014 | 130 | 2014 |
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 | 119 | 2005 |
A surrogate-assisted evolution strategy for constrained multi-objective optimization R Datta, RG Regis Expert Systems with Applications 57, 270-284, 2016 | 111 | 2016 |
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 | 95 | 2013 |
Parallel stochastic global optimization using radial basis functions RG Regis, CA Shoemaker INFORMS Journal on Computing 21 (3), 411-426, 2009 | 92 | 2009 |
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 | 80 | 2007 |
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 | 63 | 2007 |
Trust regions in Kriging-based optimization with expected improvement RG Regis Engineering optimization 48 (6), 1037-1059, 2016 | 59 | 2016 |
On the properties of positive spanning sets and positive bases RG Regis Optimization and Engineering 17 (1), 229-262, 2016 | 57 | 2016 |