Noor Awad

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Mostafa Z. AliProfessor of Computer Science, Jordan University of Science and TechnologyVerified email at just.edu.jo
R. Prof. P. N. Suganthan, FIEEE'2015,...KINDI Computing Research, Qatar University (Hon Doc: U of Maribor; BA/MA: Cambridge U, UKVerified email at qu.edu.qa
Robert G. ReynoldsProfessor of Computer Science Wayne State UNiversityVerified email at cs.wayne.edu
Frank HutterELLIS Institute & Professor, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
B. Y. QuZhongyuan University of TechnologyVerified email at zut.edu.cn
J Liang (梁静)Zhengzhou UniversityVerified email at zzu.edu.cn
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchVerified email at ai.uni-hannover.de
Neeratyoy MallikPhD student, AutoML FreiburgVerified email at cs.uni-freiburg.de
André BiedenkappUniversity of FreiburgVerified email at cs.uni-freiburg.de
Rehab DuwairiProfessor of Computer Science, Qatar University (and with Jordan Univ. of Science and Tech.)Verified email at just.edu.jo
Rammohan MallipeddiProfessor, Department of Artificial Intelligence, School of Electronics, KyungpookVerified email at knu.ac.kr
Partha P BiswasSingapore Power Group, SingaporeVerified email at e.ntu.edu.sg
Gresa ShalaPhD candidate, University of FreiburgVerified email at informatik.uni-freiburg.de
Katharina EggenspergerEarly Career Group Leader "AutoML for Science" | University of TübingenVerified email at uni-tuebingen.de
Matthias FeurerLMU MunichVerified email at stat.uni-muenchen.de
Ali ShatnawiProfessor of Computer Engineering, Jordan University of Science and TechnologyVerified email at just.edu.jo
Caitong Yue (岳彩通)Zhengzhou UniversityVerified email at ntu.edu.sg
Anas A. HadiAssistant Professor, Arab Open University, Saudi Arabia, RiyadhVerified email at arabou.edu.sa
ali wagdy mohamedProf. Zewail City,Faculty of PG studies and Statistical Research, Cairo UniversityVerified email at staff.cu.edu.eg
Steven AdriaensenPostdoctoral Researcher, Albert-Ludwigs-Universität FreiburgVerified email at informatik.uni-freiburg.de

Noor Awad

Postdoctoral Research Fellow, University of Freiburg

Verified email at cs.uni-freiburg.de - Homepage

Differential Evolution Hyperparameter Optimization Automated Machine Learning Multi-Objective Opt


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Problem definitions and evaluation criteria for the CEC 2017 special session and competition on single objective real-parameter numerical optimization BYQ PN Suganthan NH Awad, MZ Ali, JJ Liang Tech. Rep., 2016	2139*	2016
Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems NH Awad, MZ Ali, PN Suganthan 2017 IEEE congress on evolutionary computation (CEC), 372-379, 2017	417	2017
Problem definitions and evaluation criteria for the CEC 2017 special session and competition on single objective bound constrained real-parameter numerical optimization NH Awad, MZ Ali, JJ Liang, BY Qu, PN Suganthan Technical report, 1-34, 2016	385	2016
An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems NH Awad, MZ Ali, PN Suganthan, RG Reynolds 2016 IEEE congress on evolutionary computation (CEC), 2958-2965, 2016	245	2016
Problem definitions and evaluation criteria for the CEC 2020 special session and competition on single objective bound constrained numerical optimization CT Yue, KV Price, PN Suganthan, JJ Liang, MZ Ali, BY Qu, NH Awad, ... Comput. Intell. Lab., Zhengzhou Univ., Zhengzhou, China, Tech. Rep 201911, 2019	232	2019
Evaluating the performance of adaptive gainingsharing knowledge based algorithm on CEC 2020 benchmark problems AW Mohamed, AA Hadi, AK Mohamed, NH Awad 2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020	186	2020
Problem definitions and evaluation criteria for the 100-digit challenge special session and competition on single objective numerical optimization KV Price, NH Awad, MZ Ali, PN Suganthan Technical report, 2018	186	2018
Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization MZ Ali, NH Awad, PN Suganthan Applied Soft Computing 33, 304-327, 2015	160	2015
An adaptive multipopulation differential evolution with dynamic population reduction MZ Ali, NH Awad, PN Suganthan, RG Reynolds IEEE transactions on cybernetics 47 (9), 2768-2779, 2016	139	2016
The 100-digit challenge: problem definitions and evaluation criteria for the 100-digit challenge special session and competition on single objective numerical optimization KV Price, NH Awad, MZ Ali, PN Suganthan Nanyang Technological University 1, 1-21, 2018	109	2018
An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization NH Awad, MZ Ali, R Mallipeddi, PN Suganthan Information Sciences 451, 326-347, 2018	102	2018
An improved class of real-coded Genetic Algorithms for numerical optimization✰ MZ Ali, NH Awad, PN Suganthan, AM Shatnawi, RG Reynolds Neurocomputing 275, 155-166, 2018	99	2018
Dehb: Evolutionary hyperband for scalable, robust and efficient hyperparameter optimization N Awad, N Mallik, F Hutter arXiv preprint arXiv:2105.09821, 2021	98	2021
HPOBench: A collection of reproducible multi-fidelity benchmark problems for HPO K Eggensperger, P Müller, N Mallik, M Feurer, R Sass, A Klein, N Awad, ... arXiv preprint arXiv:2109.06716, 2021	89	2021
Evaluation criteria for the CEC 2017 special session and competition on single objective real-parameter numerical optimization N Awad, M Ali, J Liang, B Qu, P Suganthan, P Definitions Technol. Rep, 5-8, 2016	83	2016
CADE: a hybridization of cultural algorithm and differential evolution for numerical optimization NH Awad, MZ Ali, PN Suganthan, RG Reynolds Information Sciences 378, 215-241, 2017	81	2017
An efficient differential evolution algorithm for stochastic OPF based active–reactive power dispatch problem considering renewable generators NH Awad, MZ Ali, R Mallipeddi, PN Suganthan Applied Soft Computing 76, 445-458, 2019	73	2019
Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction NH Awad, MZ Ali, PN Suganthan Swarm and evolutionary computation 39, 141-156, 2018	62	2018
A differential evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization N Awad, MZ Ali, RG Reynolds 2015 IEEE congress on evolutionary computation (CEC), 1098-1105, 2015	62	2015
LEACH enhancements for wireless sensor networks based on energy model M Shurman, N Awad, MF Al-Mistarihi, KA Darabkh 2014 IEEE 11th International Multi-Conference on Systems, Signals & Devices …, 2014	56	2014

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