Rommel G. Regis

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 23

Top Topics

Evolution Strategy

Constrained Optimization

Top Venues

GECCO (Companion)

J. Comput. Sci.

Publications

Rommel G. Regis
Radial Basis Function and Bayesian Methods for the Hyperparameter Optimization of Classification Random Forests. ICCSA (Workshops 2) (2023)
Rommel G. Regis
A Bootstrap-Surrogate Approach for Sequential Experimental Design for Simulation Models. ICCSA (Workshops 1) (2022)
Rommel G. Regis
Hyperparameter Tuning of Random Forests Using Radial Basis Function Models. LOD (1) (2022)
Jenna N. Iorio, Rommel G. Regis
Accelerated Random Search for Black-Box Constraint Satisfaction and Optimization. SSCI (2021)
Rommel G. Regis
A two-phase surrogate approach for high-dimensional constrained discrete multi-objective optimization. GECCO Companion (2021)
Rommel G. Regis
On the properties of the cosine measure and the uniform angle subspace. Comput. Optim. Appl. 78 (3) (2021)
Rommel G. Regis
High-Dimensional Constrained Discrete Expensive Black-Box Optimization Using a Two-Phase Surrogate Approach. ICCSA (5) (2021)
Rommel G. Regis
A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region Approach for Constrained Black-Box Optimization. LOD (2021)
Rommel G. Regis
High-Dimensional Constrained Discrete Multi-objective Optimization Using Surrogates. LOD (2) (2020)
Vivian M. Evangelista, Rommel G. Regis
A multiobjective approach for maximizing the reach or GRP of different brands in TV advertising. Int. Trans. Oper. Res. 27 (3) (2020)
Nicholas Mandarano, Rommel G. Regis, Elizabeth Bloom
Machine Learning and Statistical Models for the Prevalence of Multiple Sclerosis. LOD (2) (2020)
Rommel G. Regis
Large-Scale Discrete Constrained Black-Box Optimization Using Radial Basis Functions. SSCI (2020)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Rommel G. Regis, Akira Oyama, Lavi Rizki Zuhal
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems. GECCO (Companion) (2019)
Rommel G. Regis
A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization. WCGO (2019)
Rommel G. Regis
A hybrid between a surrogate-assisted evolutionary algorithm and a trust region method for constrained optimization. GECCO (Companion) (2019)
Rommel G. Regis
Surrogate-Assisted Particle Swarm with Local Search for Expensive Constrained Optimization. BIOMA (2018)
Luigi Nuñez, Rommel G. Regis, Kayla Varela
Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates. J. Comput. Appl. Math. 340 (2018)
Rommel G. Regis, Stefan M. Wild
CONORBIT: constrained optimization by radial basis function interpolation in trust regions. Optim. Methods Softw. 32 (3) (2017)
Rituparna Datta, Rommel G. Regis
A surrogate-assisted evolution strategy for constrained multi-objective optimization. Expert Syst. Appl. 57 (2016)
Érica Josiane Coelho Gouvêa, Rommel G. Regis, Aline Cristina Soterroni, Marluce da Cruz Scarabello, Fernando Manuel Ramos
Global optimization using q-gradients. Eur. J. Oper. Res. 251 (3) (2016)
Rommel G. Regis
On the Convergence of Adaptive Stochastic Search Methods for Constrained and Multi-objective Black-Box Optimization. J. Optim. Theory Appl. 170 (3) (2016)
Rommel G. Regis
Multi-objective constrained black-box optimization using radial basis function surrogates. J. Comput. Sci. 16 (2016)
Rommel G. Regis
The calculus of simplex gradients. Optim. Lett. 9 (5) (2015)
Rommel G. Regis
Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions. IEEE Trans. Evol. Comput. 18 (3) (2014)
Rommel G. Regis
Particle swarm with radial basis function surrogates for expensive black-box optimization. J. Comput. Sci. 5 (1) (2014)
Rommel G. Regis, Christine A. Shoemaker
A quasi-multistart framework for global optimization of expensive functions using response surface models. J. Glob. Optim. 56 (4) (2013)
Rommel G. Regis
Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization. GECCO (Companion) (2012)
Rommel G. Regis
Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions. Comput. Oper. Res. 38 (5) (2011)
Rommel G. Regis
Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization. Eur. J. Oper. Res. 207 (3) (2010)
Rommel G. Regis, Christine A. Shoemaker
Parallel Stochastic Global Optimization Using Radial Basis Functions. INFORMS J. Comput. 21 (3) (2009)
Stefan M. Wild, Rommel G. Regis, Christine A. Shoemaker
ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions. SIAM J. Sci. Comput. 30 (6) (2008)
Rommel G. Regis, Christine A. Shoemaker
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions. INFORMS J. Comput. 19 (4) (2007)
Rommel G. Regis, Christine A. Shoemaker
Improved Strategies for Radial basis Function Methods for Global Optimization. J. Glob. Optim. 37 (1) (2007)
Rommel G. Regis, Christine A. Shoemaker
Parallel radial basis function methods for the global optimization of expensive functions. Eur. J. Oper. Res. 182 (2) (2007)
Rommel G. Regis, Christine A. Shoemaker
Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions. J. Glob. Optim. 31 (1) (2005)
Rommel G. Regis, Christine A. Shoemaker
Local function approximation in evolutionary algorithms for the optimization of costly functions. IEEE Trans. Evol. Comput. 8 (5) (2004)
Carla P. Gomes, Rommel G. Regis, David B. Shmoys
An improved approximation algorithm for the partial Latin square extension problem. Oper. Res. Lett. 32 (5) (2004)
Christine A. Shoemaker, Rommel G. Regis
MAPO: using a committee of algorithm-experts for parallel optimization of costly functions. SPAA (2003)
Carla P. Gomes, Rommel G. Regis, David B. Shmoys
An improved approximation algorithm for the partial latin square extension problem. SODA (2003)