Noor H. Awad

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Numerical Optimization

Differential Evolution

Uncertain Environments

Top Venues

Publications

Hilde J. P. Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor H. Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML. J. Artif. Intell. Res. 79 (2024)
Hilde J. P. Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor H. Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML. CoRR (2023)
Shuhei Watanabe, Noor H. Awad, Masaki Onishi, Frank Hutter
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator. IJCAI (2023)
Noor H. Awad, Ayushi Sharma, Philipp Muller, Janek Thomas, Frank Hutter
MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization. CoRR (2023)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. CoRR (2022)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. J. Artif. Intell. Res. 75 (2022)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization. CoRR (2021)
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO. CoRR (2021)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization. IJCAI (2021)
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO. NeurIPS Datasets and Benchmarks (2021)
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
Squirrel: A Switching Hyperparameter Optimizer. CoRR (2020)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
Differential Evolution for Neural Architecture Search. CoRR (2020)
Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
Learning Step-Size Adaptation in CMA-ES. PPSN (1) (2020)
Ali Wagdy Mohamed, Anas A. Hadi, Ali Khater Mohamed, Noor H. Awad
Evaluating the Performance of Adaptive GainingSharing Knowledge Based Algorithm on CEC 2020 Benchmark Problems. CEC (2020)
Jörg K. H. Franke, Gregor Köhler, Noor H. Awad, Frank Hutter
Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control. CoRR (2019)
Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan
An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators. Appl. Soft Comput. 76 (2019)
Lior Fuks, Noor H. Awad, Frank Hutter, Marius Lindauer
An Evolution Strategy with Progressive Episode Lengths for Playing Games. IJCAI (2019)
Vikas Palakonda, Noor H. Awad, Rammohan Mallipeddi, Mostafa Z. Ali, Kalyana C. Veluvolu, Ponnuthurai N. Suganthan
Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application. CEC (2018)
Noor H. Awad, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai N. Suganthan
An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization. Inf. Sci. (2018)
Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds, Ponnuthurai N. Suganthan
A balanced fuzzy Cultural Algorithm with a modified Levy flight search for real parameter optimization. Inf. Sci. 447 (2018)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan
Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction. Swarm Evol. Comput. 39 (2018)
Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Ali M. Shatnawi, Robert G. Reynolds
. Neurocomputing 275 (2018)
Partha P. Biswas, Noor H. Awad, Ponnuthurai N. Suganthan, Mostafa Z. Ali, Gehan A. J. Amaratunga
Minimizing THD of multilevel inverters with optimal values of DC voltages and switching angles using LSHADE-EpSin algorithm. CEC (2017)
Noor H. Awad, Mostafa Z. Ali, Rehab M. Duwairi
Multi-objective differential evolution based on normalization and improved mutation strategy. Nat. Comput. 16 (4) (2017)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds, Ali M. Shatnawi
A novel differential crossover strategy based on covariance matrix learning with Euclidean neighborhood for solving real-world problems. CEC (2017)
Mostafa Z. Ali, Noor H. Awad, Ponnuthurai Nagaratnam Suganthan, Robert G. Reynolds
An Adaptive Multipopulation Differential Evolution With Dynamic Population Reduction. IEEE Trans. Cybern. 47 (9) (2017)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds
CADE: A hybridization of Cultural Algorithm and Differential Evolution for numerical optimization. Inf. Sci. 378 (2017)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan
Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems. CEC (2017)
Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Rehab M. Duwairi, Robert G. Reynolds
A novel hybrid Cultural Algorithms framework with trajectory-based search for global numerical optimization. Inf. Sci. (2016)
Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan, Robert G. Reynolds
A modified cultural algorithm with a balanced performance for the differential evolution frameworks. Knowl. Based Syst. 111 (2016)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser
Differential evolution with stochastic fractal search algorithm for global numerical optimization. CEC (2016)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds
An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems. CEC (2016)
Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser
A decremental stochastic fractal differential evolution for global numerical optimization. Inf. Sci. 372 (2016)
Mostafa Z. Ali, Noor H. Awad, Rehab Duwairi, Jafar Albadarneh, Robert G. Reynolds, Ponnuthurai N. Suganthan
Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization. CEC (2015)
Noor H. Awad, Mostafa Z. Ali, Robert G. Reynolds
A Differential Evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization. CEC (2015)
Mostafa Z. Ali, Noor H. Awad, Ponnuthurai N. Suganthan
Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization. Appl. Soft Comput. 33 (2015)
Mostafa Z. Ali, Noor H. Awad
A novel class of niche hybrid Cultural Algorithms for continuous engineering optimization. Inf. Sci. 267 (2014)
Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds
Balancing search direction in cultural algorithm for enhanced global numerical optimization. SIS (2014)
Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds
Hybrid niche Cultural Algorithm for numerical global optimization. IEEE Congress on Evolutionary Computation (2013)
Noor H. Awad, Mostafa Z. Ali, Rehab M. Duwairi
Cultural Algorithm with improved local search for optimization problems. IEEE Congress on Evolutionary Computation (2013)