Rommel G. Regis
Orcid: 0000-0002-3468-5146
According to our database1,
Rommel G. Regis
authored at least 38 papers
between 2003 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
Radial Basis Function and Bayesian Methods for the Hyperparameter Optimization of Classification Random Forests.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023
2022
Proceedings of the Machine Learning, Optimization, and Data Science, 2022
A Bootstrap-Surrogate Approach for Sequential Experimental Design for Simulation Models.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022
2021
Comput. Optim. Appl., 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region Approach for Constrained Black-Box Optimization.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
High-Dimensional Constrained Discrete Expensive Black-Box Optimization Using a Two-Phase Surrogate Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021
A two-phase surrogate approach for high-dimensional constrained discrete multi-objective optimization.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
A multiobjective approach for maximizing the reach or GRP of different brands in TV advertising.
Int. Trans. Oper. Res., 2020
Large-Scale Discrete Constrained Black-Box Optimization Using Radial Basis Functions.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
2019
Proceedings of the Optimization of Complex Systems: Theory, 2019
A hybrid between a surrogate-assisted evolutionary algorithm and a trust region method for constrained optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates.
J. Comput. Appl. Math., 2018
Surrogate-Assisted Particle Swarm with Local Search for Expensive Constrained Optimization.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018
2017
CONORBIT: constrained optimization by radial basis function interpolation in trust regions.
Optim. Methods Softw., 2017
2016
On the Convergence of Adaptive Stochastic Search Methods for Constrained and Multi-objective Black-Box Optimization.
J. Optim. Theory Appl., 2016
Multi-objective constrained black-box optimization using radial basis function surrogates.
J. Comput. Sci., 2016
A surrogate-assisted evolution strategy for constrained multi-objective optimization.
Expert Syst. Appl., 2016
2015
2014
Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions.
IEEE Trans. Evol. Comput., 2014
Particle swarm with radial basis function surrogates for expensive black-box optimization.
J. Comput. Sci., 2014
2013
A quasi-multistart framework for global optimization of expensive functions using response surface models.
J. Glob. Optim., 2013
2012
Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions.
Comput. Oper. Res., 2011
2010
Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization.
Eur. J. Oper. Res., 2010
2009
INFORMS J. Comput., 2009
2008
SIAM J. Sci. Comput., 2008
2007
J. Glob. Optim., 2007
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions.
INFORMS J. Comput., 2007
Parallel radial basis function methods for the global optimization of expensive functions.
Eur. J. Oper. Res., 2007
2005
Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions.
J. Glob. Optim., 2005
2004
Local function approximation in evolutionary algorithms for the optimization of costly functions.
IEEE Trans. Evol. Comput., 2004
Oper. Res. Lett., 2004
2003
MAPO: using a committee of algorithm-experts for parallel optimization of costly functions.
Proceedings of the SPAA 2003: Proceedings of the Fifteenth Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2003