An Adaptive Dropout Approach for High-Dimensional Bayesian Optimization.
CoRR, April, 2025
Pointwise expected hypervolume improvement for expensive multi-objective optimization.
J. Glob. Optim., January, 2025
A cooperative approach to efficient global optimization.
J. Glob. Optim., February, 2024
Expected coordinate improvement for high-dimensional Bayesian optimization.
Swarm Evol. Comput., 2024
Taking another step: A simple approach to high-dimensional Bayesian optimization.
Inf. Sci., 2024
Batch Bayesian Optimization via Expected Subspace Improvement.
CoRR, 2024
A Fast Multipoint Expected Improvement for Parallel Expensive Optimization.
IEEE Trans. Evol. Comput., February, 2023
An Exploitation-Enhanced Bayesian Optimization Algorithm for High-Dimensional Expensive Problems.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
An Anisotropic Expected Improvement Criterion for Kriging-Assisted Evolutionary Computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst., 2022
A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning.
IEEE Trans. Evol. Comput., 2021
RTFN: A robust temporal feature network for time series classification.
Inf. Sci., 2021
A two-stage approach for multicast-oriented virtual network function placement.
Appl. Soft Comput., 2021
A Population Prescreening Strategy for Kriging-Assisted Evolutionary Computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Expected improvement for expensive optimization: a review.
J. Glob. Optim., 2020
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing.
IEEE Internet Things J., 2020
Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2017
Pseudo expected improvement criterion for parallel EGO algorithm.
J. Glob. Optim., 2017
Balancing global and local search in parallel efficient global optimization algorithms.
J. Glob. Optim., 2017