Rommel G. Regis

发表

On the Convergence of Adaptive Stochastic Search Methods for Constrained and Multi-objective Black-Box Optimization

Rommel G. Regis, 2016, J. Optim. Theory Appl..

Particle swarm with radial basis function surrogates for expensive black-box optimization

Rommel G. Regis, R. Regis, 2014, J. Comput. Sci..

Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2005, J. Glob. Optim..

Large-Scale Discrete Constrained Black-Box Optimization Using Radial Basis Functions

Rommel G. Regis, R. Regis, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

A multiobjective approach for maximizing the reach or GRP of different brands in TV advertising

Rommel G. Regis, Vivian M. Evangelista, R. Regis, 2020, International Transactions in Operational Research.

Local function approximation in evolutionary algorithms for the optimization of costly functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2004, IEEE Transactions on Evolutionary Computation.

Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method

Joseph Morlier, Nathalie Bartoli, Rommel G. Regis, 2018 .

Benchmarking constrained surrogate-based optimization on low speed airfoil design problems

Akira Oyama, Pramudita Satria Palar, Rommel G. Regis, 2019, GECCO.

Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates

Rommel G. Regis, Luigi Nuñez, Kayla Varela, 2018, J. Comput. Appl. Math..

Surrogate-assisted evolutionary programming for high dimensional constrained black-box optimization

Rommel G. Regis, 2012, GECCO '12.

Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation

Christine A. Shoemaker, Rommel G. Regis, Ryan C. Fleming, 2007 .

A surrogate-assisted evolution strategy for constrained multi-objective optimization

Rituparna Datta, Rommel G. Regis, R. Regis, 2016, Expert Syst. Appl..

Trust Regions in Surrogate-Assisted Evolutionary Programming for Constrained Expensive Black-Box Optimization

Rommel G. Regis, R. Regis, 2015 .

MAPO: using a committee of algorithm-experts for parallel optimization of costly functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2003, SPAA '03.

Comparison of function approximation, heuristic, and derivative‐based methods for automatic calibration of computationally expensive groundwater bioremediation models

Christine A. Shoemaker, Rommel G. Regis, Pradeep Mugunthan, 2005 .

Trust regions in Kriging-based optimization with expected improvement

Rommel G. Regis, R. Regis, 2016 .

Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions

Rommel G. Regis, R. Regis, 2011, Comput. Oper. Res..

Parallel Stochastic Global Optimization Using Radial Basis Functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2009, INFORMS J. Comput..

The calculus of simplex gradients

Rommel G. Regis, R. Regis, 2015, Optim. Lett..

An improved approximation algorithm for the partial latin square extension problem

David B. Shmoys, Rommel G. Regis, Carla P. Gomes, 2003, SODA '03.

Surrogate-assisted multi-objective optimization of the dynamic response of a freight wagon fitted with three-piece bogies

Bishakh Bhattacharya, Rommel G. Regis, Rituparna Datta, 2020 .

A quasi-multistart framework for global optimization of expensive functions using response surface models

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2013, J. Glob. Optim..

CONORBIT: constrained optimization by radial basis function interpolation in trust regions†

Stefan M. Wild, Rommel G. Regis, R. Regis, 2017, Optim. Methods Softw..

Improvement of efficient global optimization with application to aircraft wing design

Joseph Morlier, Nathalie Bartoli, Rommel G. Regis, 2016 .

A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization

Rommel G. Regis, R. Regis, 2019, WCGO.

Surrogate-Assisted Particle Swarm with Local Search for Expensive Constrained Optimization

Rommel G. Regis, 2018, BIOMA.

A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, INFORMS J. Comput..

High-Dimensional Constrained Discrete Multi-objective Optimization Using Surrogates

Rommel G. Regis, R. Regis, 2020, International Conference on Machine Learning, Optimization, and Data Science.

A hybrid between a surrogate-assisted evolutionary algorithm and a trust region method for constrained optimization

Rommel G. Regis, 2019, GECCO.

Machine Learning and Statistical Models for the Prevalence of Multiple Sclerosis

Rommel G. Regis, Elizabeth Bloom, Nicholas Mandarano, 2020, LOD.

Multi-objective constrained black-box optimization using radial basis function surrogates

Rommel G. Regis, R. Regis, 2016, J. Comput. Sci..

Surrogate-based pumping optimization of coastal aquifers under limited computational budgets

Rommel G. Regis, Vasileios Christelis, Aristotelis Mantoglou, 2018 .

Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization

Rommel G. Regis, R. Regis, 2010, Eur. J. Oper. Res..

An Initialization Strategy for High-Dimensional Surrogate-Based Expensive Black-Box Optimization

Rommel G. Regis, R. Regis, 2013 .

Parallel radial basis function methods for the global optimization of expensive functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, Eur. J. Oper. Res..

An improvement performance guarantee for the partial latin square problem

David B. Shmoys, Rommel G. Regis, Carla P. Gomes, 2002 .

Improved Strategies for Radial basis Function Methods for Global Optimization

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, J. Glob. Optim..

Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions

Rommel G. Regis, R. Regis, 2014, IEEE Transactions on Evolutionary Computation.

ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions

Christine A. Shoemaker, Stefan M. Wild, Rommel G. Regis, 2008, SIAM J. Sci. Comput..

A two-phase surrogate approach for high-dimensional constrained discrete multi-objective optimization

Rommel G. Regis, R. Regis, 2021, GECCO Companion.

On the properties of the cosine measure and the uniform angle subspace

Rommel G. Regis, R. Regis, 2021, Comput. Optim. Appl..

High-Dimensional Constrained Discrete Expensive Black-Box Optimization Using a Two-Phase Surrogate Approach

Rommel G. Regis, R. Regis, 2021, Communication Systems and Applications.

A Generalized Survival Function Method for the Expectation of Functions of Nonnegative Random Variables

Rommel G. Regis, John Glasser, 2021, American Journal of Mathematical and Management Sciences.

On the properties of positive spanning sets and positive bases

Rommel G. Regis, R. Regis, 2016 .

Global optimization of computationally expensive functions using serial and parallel radial basis function algorithms

Christine A. Shoemaker, Rommel G. Regis, 2004 .