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Rommel G. Regis, Ph.D. - Publications

Affiliations: 
2004 Cornell University, Ithaca, NY, United States 
Area:
Operations Research, Computer Science
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32 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Christelis V, Regis RG, Mantoglou A. Surrogate-based pumping optimization of coastal aquifers under limited computational budgets Journal of Hydroinformatics. 20: 164-176. DOI: 10.2166/Hydro.2017.063  0.608
2018 Bouhlel MA, Bartoli N, Regis RG, Otsmane A, Morlier J. Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method Engineering Optimization. 50: 2038-2053. DOI: 10.1080/0305215X.2017.1419344  0.656
2018 Nuñez L, Regis RG, Varela K. Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates Journal of Computational and Applied Mathematics. 340: 276-295. DOI: 10.1016/J.Cam.2018.02.017  0.646
2016 Regis RG, Wild SM. CONORBIT: constrained optimization by radial basis function interpolation in trust regions Optimization Methods and Software. 32: 552-580. DOI: 10.1080/10556788.2016.1226305  0.785
2016 Regis RG. Trust regions in Kriging-based optimization with expected improvement Engineering Optimization. 48: 1037-1059. DOI: 10.1080/0305215X.2015.1082350  0.583
2016 Regis RG. Multi-objective constrained black-box optimization using radial basis function surrogates Journal of Computational Science. 16: 140-155. DOI: 10.1016/J.Jocs.2016.05.013  0.586
2016 Datta R, Regis RG. A surrogate-assisted evolution strategy for constrained multi-objective optimization Expert Systems With Applications. 57: 270-284. DOI: 10.1016/J.Eswa.2016.03.044  0.596
2016 Regis RG. On the properties of positive spanning sets and positive bases Optimization and Engineering. 17: 229-262. DOI: 10.1007/S11081-015-9286-X  0.391
2016 Regis RG. On the Convergence of Adaptive Stochastic Search Methods for Constrained and Multi-objective Black-Box Optimization Journal of Optimization Theory and Applications. 1-28. DOI: 10.1007/S10957-016-0977-Z  0.603
2014 Regis RG. Evolutionary programming for high-dimensional constrained expensive black-box optimization using radial basis functions Ieee Transactions On Evolutionary Computation. 18: 326-347. DOI: 10.1109/Tevc.2013.2262111  0.585
2014 Regis RG. Constrained optimization by radial basis function interpolation for high-dimensional expensive black-box problems with infeasible initial points Engineering Optimization. 46: 218-243. DOI: 10.1080/0305215X.2013.765000  0.61
2014 Regis RG. Particle swarm with radial basis function surrogates for expensive black-box optimization Journal of Computational Science. 5: 12-23. DOI: 10.1016/J.Jocs.2013.07.004  0.536
2014 Gouvêa ÉJC, Regis RG, Soterroni AC, Scarabello MC, Ramos FM. Global optimization using q-gradients European Journal of Operational Research. DOI: 10.1016/J.Ejor.2016.01.001  0.361
2014 Regis RG. The calculus of simplex gradients Optimization Letters. 9: 845-865. DOI: 10.1007/S11590-014-0815-X  0.427
2013 Regis RG, Shoemaker CA. Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization Engineering Optimization. 45: 529-555. DOI: 10.1080/0305215X.2012.687731  0.701
2013 Regis RG, Shoemaker CA. A quasi-multistart framework for global optimization of expensive functions using response surface models Journal of Global Optimization. 56: 1719-1753. DOI: 10.1007/S10898-012-9940-1  0.718
2013 Regis RG. An Initialization Strategy for High-Dimensional Surrogate-Based Expensive Black-Box Optimization Springer Proceedings in Mathematics and Statistics. 62: 51-85. DOI: 10.1007/978-1-4614-8987-0__3  0.564
2012 Regis RG. Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization Gecco'12 - Proceedings of the 14th International Conference On Genetic and Evolutionary Computation Companion. 1431-1432. DOI: 10.1145/2330784.2330972  0.367
2011 Regis RG. Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions Computers and Operations Research. 38: 837-853. DOI: 10.1016/J.Cor.2010.09.013  0.662
2010 Regis RG. Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization European Journal of Operational Research. 207: 1187-1202. DOI: 10.1016/J.Ejor.2010.07.005  0.554
2009 Regis RG, Shoemaker CA. Parallel stochastic global optimization using radial basis functions Informs Journal On Computing. 21: 411-426. DOI: 10.1287/Ijoc.1090.0325  0.751
2008 Bliznyuk N, Ruppert D, Shoemaker C, Regis R, Wild S, Mugunthan P. Bayesian calibration and uncertainty analysis for computationally expensive models using optimization and radial basis function approximation Journal of Computational and Graphical Statistics. 17: 270-294. DOI: 10.1198/106186008X320681  0.672
2008 Wild SM, Regis RG, Shoemaker CA. Orbit: Optimization by radial basis function interpolation in trust-regions Siam Journal On Scientific Computing. 30: 3197-3219. DOI: 10.1137/070691814  0.78
2007 Shoemaker CA, Regis RG, Fleming RC. Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation Hydrological Sciences Journal. 52: 450-465. DOI: 10.1623/Hysj.52.3.450  0.738
2007 Regis RG, Shoemaker CA. A stochastic radial basis function method for the global optimization of expensive functions Informs Journal On Computing. 19: 497-509. DOI: 10.1287/Ijoc.1060.0182  0.766
2007 Regis RG, Shoemaker CA. Parallel radial basis function methods for the global optimization of expensive functions European Journal of Operational Research. 182: 514-535. DOI: 10.1016/J.Ejor.2006.08.040  0.75
2007 Regis RG, Shoemaker CA. Improved strategies for radial basis function methods for global optimization Journal of Global Optimization. 37: 113-135. DOI: 10.1007/S10898-006-9040-1  0.727
2005 Mugunthan P, Shoemaker CA, Regis RG. Comparison of function approximation, heuristic, and derivative-based methods for automatic calibration of computationally expensive groundwater bioremediation models Water Resources Research. 41: 1-17. DOI: 10.1029/2005Wr004134  0.723
2005 Regis RG, Shoemaker CA. Constrained global optimization of expensive black box functions using radial basis functions Journal of Global Optimization. 31: 153-171. DOI: 10.1007/S10898-004-0570-0  0.763
2004 Regis RG, Shoemaker CA. Local function approximation in evolutionary algorithms for the optimization of costly functions Ieee Transactions On Evolutionary Computation. 8: 490-505. DOI: 10.1109/Tevc.2004.835247  0.703
2004 Gomes CP, Regis RG, Shmoys DB. An improved approximation algorithm for the partial Latin square extension problem Operations Research Letters. 32: 479-484. DOI: 10.1016/J.Orl.2003.09.007  0.473
2003 Shoemaker CA, Regis RG. MAPO: Using a committee of algorithm-experts for parallel optimization of costly functions Annual Acm Symposium On Parallel Algorithms and Architectures. 242-243.  0.713
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