Noor H. Awad

According to our database, Noor H. Awad authored at least 37 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML.

Hilde J. P. Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor H. Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter

J. Artif. Intell. Res., 2024

2023

MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization.

Noor H. Awad, Ayushi Sharma, Philipp Muller, Janek Thomas, Frank Hutter

CoRR, 2023

Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator.

Shuhei Watanabe, Noor H. Awad, Masaki Onishi, Frank Hutter

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Automated Dynamic Algorithm Configuration.

Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter

J. Artif. Intell. Res., 2022

Multi-objective Tree-structured Parzen Estimator Meets Meta-learning.

Shuhei Watanabe, Noor H. Awad, Masaki Onishi, Frank Hutter

CoRR, 2022

2021

HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.

Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization.

Noor H. Awad, Neeratyoy Mallik, Frank Hutter

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Squirrel: A Switching Hyperparameter Optimizer.

Noor H. Awad, Gresa Shala, Difan Deng, Neeratyoy Mallik, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Diederick Vermetten, Hao Wang, Carola Doerr, Marius Lindauer, Frank Hutter

CoRR, 2020

Differential Evolution for Neural Architecture Search.

Noor H. Awad, Neeratyoy Mallik, Frank Hutter

CoRR, 2020

Learning Step-Size Adaptation in CMA-ES.

Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Evaluating the Performance of Adaptive GainingSharing Knowledge Based Algorithm on CEC 2020 Benchmark Problems.

Ali Wagdy Mohamed, Anas A. Hadi, Ali Khater Mohamed, Noor H. Awad

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control.

Jörg K. H. Franke, Gregor Köhler, Noor H. Awad, Frank Hutter

CoRR, 2019

An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators.

Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan

Appl. Soft Comput., 2019

An Evolution Strategy with Progressive Episode Lengths for Playing Games.

Lior Fuks, Noor H. Awad, Frank Hutter, Marius Lindauer

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan

Swarm Evol. Comput., 2018

An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization.

Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan

Inf. Sci., 2018

A balanced fuzzy Cultural Algorithm with a modified Levy flight search for real parameter optimization.

Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds, Ponnuthurai N. Suganthan

Inf. Sci., 2018

An improved class of real-coded Genetic Algorithms for numerical optimization^✰.

Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Ali M. Shatnawi, Robert G. Reynolds

Neurocomputing, 2018

Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application.

Vikas Palakonda, Noor H. Awad, Rammohan Mallipeddi, Mostafa Z. Ali, Kalyana C. Veluvolu, Ponnuthurai N. Suganthan

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

An Adaptive Multipopulation Differential Evolution With Dynamic Population Reduction.

Mostafa Z. Ali, Noor H. Awad, Ponnuthurai Nagaratnam Suganthan, Robert G. Reynolds

IEEE Trans. Cybern., 2017

Multi-objective differential evolution based on normalization and improved mutation strategy.

Noor H. Awad, Mostafa Z. Ali, Rehab M. Duwairi

Nat. Comput., 2017

CADE: A hybridization of Cultural Algorithm and Differential Evolution for numerical optimization.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds

Inf. Sci., 2017

Minimizing THD of multilevel inverters with optimal values of DC voltages and switching angles using LSHADE-EpSin algorithm.

Partha P. Biswas, Noor H. Awad, Ponnuthurai N. Suganthan, Mostafa Z. Ali, Gehan A. J. Amaratunga

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A novel differential crossover strategy based on covariance matrix learning with Euclidean neighborhood for solving real-world problems.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds, Ali M. Shatnawi

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

A modified cultural algorithm with a balanced performance for the differential evolution frameworks.

Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Robert G. Reynolds

Knowl. Based Syst., 2016

A decremental stochastic fractal differential evolution for global numerical optimization.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser

Inf. Sci., 2016

A novel hybrid Cultural Algorithms framework with trajectory-based search for global numerical optimization.

Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Rehab M. Duwairi, Robert G. Reynolds

Inf. Sci., 2016

An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Differential evolution with stochastic fractal search algorithm for global numerical optimization.

Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization.

Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan

Appl. Soft Comput., 2015

A Differential Evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization.

Noor H. Awad, Mostafa Z. Ali, Robert G. Reynolds

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization.

Mostafa Z. Ali, Noor H. Awad, Rehab Duwairi, Jafar Albadarneh, Robert G. Reynolds, Ponnuthurai N. Suganthan

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

A novel class of niche hybrid Cultural Algorithms for continuous engineering optimization.

Mostafa Z. Ali, Noor H. Awad

Inf. Sci., 2014

Balancing search direction in cultural algorithm for enhanced global numerical optimization.

Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds

Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

2013

Cultural Algorithm with improved local search for optimization problems.

Noor H. Awad, Mostafa Z. Ali, Rehab M. Duwairi

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Hybrid niche Cultural Algorithm for numerical global optimization.

Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds

Proceedings of the IEEE Congress on Evolutionary Computation, 2013