Taimoor Akhtar

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Multi Objective Optimization

Optimization Problems

Search Algorithm

Computationally Expensive

Top Venues

J. Glob. Optim.

Environ. Model. Softw.

Publications

Wei Xia, Taimoor Akhtar, Wei Lu, Christine A. Shoemaker
Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization. Environ. Model. Softw. 175 (2024)
Wenyu Wang, Taimoor Akhtar, Christine A. Shoemaker
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems. J. Glob. Optim. 82 (4) (2022)
Wei Xia, Christine A. Shoemaker, Taimoor Akhtar, Manh-Tuan Nguyen
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models. Environ. Model. Softw. 135 (2021)
Taimoor Akhtar, Christine A. Shoemaker
SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters. WCGO (2019)
Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang
Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts. WCGO (2019)
Taimoor Akhtar, Christine A. Shoemaker
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search. CoRR (2019)
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates. AAAI (2017)
Taimoor Akhtar, Christine A. Shoemaker
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection. J. Glob. Optim. 64 (1) (2016)
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model. CoRR (2016)
Tipaluck Krityakierne, Taimoor Akhtar, Christine A. Shoemaker
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems. J. Glob. Optim. 66 (3) (2016)