Taimoor Akhtar
According to our database1,
Taimoor Akhtar
authored at least 9 papers
between 2016 and 2022.
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Bibliography
2022
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems.
J. Glob. Optim., 2022
2021
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models.
Environ. Model. Softw., 2021
2019
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search.
CoRR, 2019
Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts.
Proceedings of the Optimization of Complex Systems: Theory, 2019
SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters.
Proceedings of the Optimization of Complex Systems: Theory, 2019
2017
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems.
J. Glob. Optim., 2016
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection.
J. Glob. Optim., 2016
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model.
CoRR, 2016