Rommel G. Regis

41 papers A* 1B 1Journal 23Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data-Driven Global Sensitivity Analysis for Engineering Design Based on Individual Conditional Expectations.
CoRR
Pramudita Satria Palar, Paul Saves, Rommel G. Regis, Koji Shimoyama, Shigeru Obayashi, Nicolas Verstaevel, Joseph Morlier
2024 — conf
Parallelizing High Dimensional Surrogate-Based Discrete Multi-objective Optimization with Constraints.
LION
Rommel G. Regis
2023 — conf
Radial Basis Function and Bayesian Methods for the Hyperparameter Optimization of Classification Random Forests.
ICCSA (Workshops 2)
Rommel G. Regis
2022 — conf
A Bootstrap-Surrogate Approach for Sequential Experimental Design for Simulation Models.
ICCSA (Workshops 1)
Rommel G. Regis
2022 — conf
Hyperparameter Tuning of Random Forests Using Radial Basis Function Models.
LOD (1)
Rommel G. Regis
2021 — conf
A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region Approach for Constrained Black-Box Optimization.
LOD
Rommel G. Regis
2021 — conf
A two-phase surrogate approach for high-dimensional constrained discrete multi-objective optimization.
GECCO Companion
Rommel G. Regis
2021 — conf
Accelerated Random Search for Black-Box Constraint Satisfaction and Optimization.
SSCI
Jenna N. Iorio, Rommel G. Regis
2021 — conf
High-Dimensional Constrained Discrete Expensive Black-Box Optimization Using a Two-Phase Surrogate Approach.
ICCSA (5)
Rommel G. Regis
2021 J jnl
On the properties of the cosine measure and the uniform angle subspace.
Comput. Optim. Appl.
Rommel G. Regis
2020 J jnl
A multiobjective approach for maximizing the reach or GRP of different brands in TV advertising.
Int. Trans. Oper. Res.
Vivian M. Evangelista, Rommel G. Regis
2020 — conf
High-Dimensional Constrained Discrete Multi-objective Optimization Using Surrogates.
LOD (2)
Rommel G. Regis
2020 — conf
Large-Scale Discrete Constrained Black-Box Optimization Using Radial Basis Functions.
SSCI
Rommel G. Regis
2020 — conf
Machine Learning and Statistical Models for the Prevalence of Multiple Sclerosis.
LOD (2)
Nicholas Mandarano, Rommel G. Regis, Elizabeth Bloom
2019 — conf
A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization.
WCGO
Rommel G. Regis
2019 — conf
A hybrid between a surrogate-assisted evolutionary algorithm and a trust region method for constrained optimization.
GECCO (Companion)
Rommel G. Regis
2019 — conf
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems.
GECCO (Companion)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Rommel G. Regis, Akira Oyama, Lavi Rizki Zuhal
2018 J jnl
Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates.
J. Comput. Appl. Math.
Luigi Nuñez, Rommel G. Regis, Kayla Varela
2018 — conf
Surrogate-Assisted Particle Swarm with Local Search for Expensive Constrained Optimization.
BIOMA
Rommel G. Regis
2017 J jnl
CONORBIT: constrained optimization by radial basis function interpolation in trust regions.
Optim. Methods Softw.
Rommel G. Regis, Stefan M. Wild
2016 J jnl
A surrogate-assisted evolution strategy for constrained multi-objective optimization.
Expert Syst. Appl.
Rituparna Datta, Rommel G. Regis
2016 J jnl
Global optimization using q-gradients.
Eur. J. Oper. Res.
Érica Josiane Coelho Gouvêa, Rommel G. Regis, Aline C. Soterroni, Marluce da Cruz Scarabello, Fernando Manuel Ramos
2016 J jnl
Multi-objective constrained black-box optimization using radial basis function surrogates.
J. Comput. Sci.
Rommel G. Regis
2016 J jnl
On the Convergence of Adaptive Stochastic Search Methods for Constrained and Multi-objective Black-Box Optimization.
J. Optim. Theory Appl.
Rommel G. Regis
2015 J jnl
The calculus of simplex gradients.
Optim. Lett.
Rommel G. Regis
2014 J jnl
Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions.
IEEE Trans. Evol. Comput.
Rommel G. Regis
2014 J jnl
Particle swarm with radial basis function surrogates for expensive black-box optimization.
J. Comput. Sci.
Rommel G. Regis
2013 J jnl
A quasi-multistart framework for global optimization of expensive functions using response surface models.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2012 — conf
Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization.
GECCO (Companion)
Rommel G. Regis
2011 J jnl
Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions.
Comput. Oper. Res.
Rommel G. Regis
2010 J jnl
Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization.
Eur. J. Oper. Res.
Rommel G. Regis
2009 J jnl
Parallel Stochastic Global Optimization Using Radial Basis Functions.
INFORMS J. Comput.
Rommel G. Regis, Christine A. Shoemaker
2008 J jnl
ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions.
SIAM J. Sci. Comput.
Stefan M. Wild, Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions.
INFORMS J. Comput.
Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
Improved Strategies for Radial basis Function Methods for Global Optimization.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
Parallel radial basis function methods for the global optimization of expensive functions.
Eur. J. Oper. Res.
Rommel G. Regis, Christine A. Shoemaker
2005 J jnl
Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2004 J jnl
An improved approximation algorithm for the partial Latin square extension problem.
Oper. Res. Lett.
Carla P. Gomes, Rommel G. Regis, David B. Shmoys
2004 J jnl
Local function approximation in evolutionary algorithms for the optimization of costly functions.
IEEE Trans. Evol. Comput.
Rommel G. Regis, Christine A. Shoemaker
2003 A* conf
An improved approximation algorithm for the partial latin square extension problem.
SODA
Carla P. Gomes, Rommel G. Regis, David B. Shmoys
2003 B conf
MAPO: using a committee of algorithm-experts for parallel optimization of costly functions.
SPAA
Christine A. Shoemaker, Rommel G. Regis