Refereed Journal Publications

• A. W. Mohamed, Zaher, H. and Khorshid, M., “A Particle Swarm Approach for Solving Stochastic Optimization Problems ”, Applied Mathematics & Information Sciences. An International Journal, 5(3) (2011), 379-401. (IF=1.232).
• A. W. Mohamed, Zaher, H., Khorshid, M. (2012) “An alternative differential evolution algorithm for global optimization ”, Journal of Advanced Research (Elsevier), 3 (2012), 149-165. (IF=5.045).
• A. W. Mohamed, Zaher, H., (2012) “Constrained optimization based on modified differential evolution algorithm”, information Sciences, An International Journal (Elsevier), 194 (2012) 171– 208. (IF=4.95).
• A. W. Mohamed ,H.Z. Sabry, T Abd-Elaziz “Real parameter optimization by an effective differential evolution algorithm ” Egyptian Informatics Journal (Elsevier). 14 (2013).37-53. (IF=2.306).
• A. W. Mohamed, “RDEL: Restart Differential Evolution algorithm with Local Search Mutation for global numerical optimization ” Egyptian Informatics Journal (Elsevier). 3(2014).(IF=2.306).
• A. W. Mohamed, “An Improved Differential Evolution Algorithm with Triangular Mutation for Global Numerical Optimization ”, Computers & Industrial Engineering (Elsevier). 85(2015) 359375. (IF=3.195)
• Said Ali El-Quliti, Abdul Hamid Mohamed Ragab, Reda Abdelaal, Ali Wagdy Mohamed *,et al., “A Nonlinear Goal Programming Model for University Admission Capacity Planning with Modified Differential Evolution Algorithm ,” Mathematical Problems in Engineering ( Hindawi Publishing Corporation), vol. 2015, Article ID 892937, 13 pages, 2015. doi:10.1155/2015/892937. (IF=0.802)
• Said Ali El-Quliti, Ali Wagdy Mohamed *, “A Generalized National Planning Approach for Admission Capacity in Higher Education: A Nonlinear Integer Goal Programming Model with a Novel Differential Evolution Algorithm ”, Computational Intelligence and Neuroscience ( Hindawi Publishing Corporation), vol. 2016, Article ID 5207362, 14 pages, 2016. doi:10.1155/2016/5207362. (IF=1.215)
• A. W. Mohamed, “An efficient modified differential evolution algorithm for solving constrained non-linear integer and mixed-integer global optimization problems ”, International Journal of Machine Learning and Cybernetics (Springer). 8(3), pp 989–1007,2017 (IF=3.844)
• Said Ali El-Quliti, Ali Wagdy Mohamed *, Reda Abdelaal , Abdullah Bafil“ A Multistage Procedure for Optimal Distribution of Preparatory-Year Students to Faculties and Departments: A Mixed Integer Nonlinear Goal Programming Model with Enhanced Differential Evolution Algorithm ”, Journal of Computational and Theoretical Nanoscience ( American Scientific Publishers), 13(11),7847-7863,2016.
• Said Ali El-Quliti, Abdul Hamid Mohamed Ragab, Reda Abdelaal, Ali Wagdy Mohamed *,et al., “Higher Education Admission Capacity Planning Using a Large Scale Nonlinear Integer Goal Programming Model with Improved Differential Evolution Algorithm ,” Journal of Computational and Theoretical Nanoscience ( American Scientific Publishers), 13(11),7864-7878,2016.
• A. W. Mohamed, “Solving stochastic programming problems using new approach to Differential Evolution algorithm ” Egyptian Informatics Journal (Elsevier). 18(2),pp. 75.86, 2017.(IF=2.306). .
• Said Ali El-Quliti, Ali Wagdy Mohamed *, “A Large-Scale Nonlinear Mixed-Binary Goal Programming Model to Assess Candidate Locations for Solar Energy Stations: An Improved Real-Binary Differential Evolution Algorithm with a Case Study ”, Journal of Computational and Theoretical Nanoscience (American Scientific Publishers), 13(11), 7909-7921,2016.
• A. W. Mohamed, “A novel differential evolution algorithm for solving constrained engineering optimization problems ”, Journal of Intelligent Manufacturing, (Springer), 29(3),pp 659–692 , (2018). (IF=3.535)
• A. W. Mohamed, “A New Modified Binary Differential Evolution Algorithm and its Applications ”, Applied Mathematics & Information Sciences (Natural Sciences Publications) 10 (5), 19651969.2015. (IF=1.232)
• A. W. Mohamed , Abdulaziz S Almazyed ,“Differential Evolution with Novel Mutation and Adaptive Crossover Strategies for Solving Large Scale Global Optimization Problems ”, Applied Computational Intelligence and Soft Computing (Hendawi Publisher), 2017.
• A. W. Mohamed “Solving large-scale global optimization problems using enhanced adaptive differential evolution algorithm ”, Complex & Intelligent Systems, (Springer), 2017. (Indexed in ESCI)
• A. W. Mohamed, Ponnuthurai Nagaratnam Suganthan “Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation ”, Soft Computing (Springer), 2017.(IF=2.784)
• A. W. Mohamed, A. K. Mohamed “Adaptive guided differential evolution algorithm with novel mutation for numerical optimization ”, International Journal of Machine Learning and Cybernetics (Springer), 2017. (IF=3.844)
• A. W. Mohamed, "Differential Evolution (DE): A Short Review ", Robotics & Automation Engineering (Juniper Publishers), 2(1),2018.
• A. K. Mohamed, A. W. Mohamed " Control Parameters in Differential Evolution (DE): A Short Review " Robotics & Automation Engineering (Juniper Publishers), 3(2),2018.
• A. W. Mohamed, A. K. Mohamed “Enhanced Directed Differential Evolution Algorithm for Solving Constrained Engineering Optimization Problems " International Journal of Applied Metaheuristic Computing (IJAMC)", (IGI Global). 10(1), 2019.(Indexed in ESCI).
• A. W. Mohamed, A. A. Hadi , K. M. Jambi “ Novel mutation strategy for enhancing SHADE and LSHADE algorithms for global Numerical Optimization ”, Swarm and Evolutionary Computation (Elsevier), Accepted,2019, (IF=6.28), https://doi.org/10.1016/j.swevo.2018.10.006
• A. W. Mohamed, A. A. Hadi “LSHADE-SPA memetic framework for solving large-scale optimization problems ”, Complex & Intelligent Systems. Accepted, 2019, (Indexed in ESCI), https://doi.org/10.1007/s40747-018-0086-8

Refereed Book Chapters

• Mohamed A.K., Mohamed A.W., Elfeky E.Z., Saleh M. (2019) Solving Constrained Non-linear Integer and Mixed-Integer Global Optimization Problems Using Enhanced Directed Differential Evolution Algorithm . In: Hassanien A. (eds) Machine Learning Paradigms: Theory and Application. Studies in Computational Intelligence, vol 801. Springer, Cham

• Mohamed A.K., Mohamed A.W. (2019) Real-Parameter Unconstrained Optimization Based on Enhanced AGDE Algorithm . In: Hassanien A. (eds) Machine Learning Paradigms: Theory and Application. Studies in Computational Intelligence, vol 801. Springer, Cham

Refereed Conference Publications

• A. A. Hadi, A. W. Mohamed, and K. M. Jambi, " Single-objective Real-parameter Optimization: Enhanced LSHADE-SPACMA Algorithm ," Participated in 7^th International Conference on Metaheuristics and Nature Inspired Computing META’18, Marrakesh, Morocco.
• A. A. Hadi, A. W. Mohamed, and K. M. Jambi, " Single-objective Real-parameter Optimization:Enhanced LSHADE-SPACMA Algorithm ," Participated in Special Session & Competitions on Real-Parameter Single Objective Optimization 2018 IEEE Congress on Evolutionary Computation (CEC), Sao Paolo, Brazil. Rank 3 in IEEE CEC2018.
• A. A. Hadi, A. W. Mohamed and K. M. Jambi, " LSHADE-SPA Memetic Framework for Solving Large Scale Problems," Participated in Special Session and Competition on Large-Scale Global Optimization 2018 IEEE Congress on Evolutionary Computation (CEC), Sao Paolo, Brazil, Rank 2 in IEEE CEC2018.
• Mohamed A.K., Mohamed A.W., Elfeky E.Z., Saleh M. (2018) Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization . In: Hassanien A., Tolba M., Elhoseny M., Mostafa M. (eds) The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). AMLTA 2018,Cairo,Egypt. Advances in Intelligent Systems and Computing, vol 723. Springer, Cham
• A. W. Mohamed, A. A. Hadi, A. M. Fattouh and K. M. Jambi, "LSHADE with semi-parameter adaptation hybrid with CMA-ES for solving CEC 2017 benchmark problems ," 2017 IEEE Congress on Evolutionary Computation (CEC), San Sebastian, 2017, pp. 145-152. doi: 10.1109/CEC.2017.7969307. San Sebastián, Spain, Rank 3 in IEEE CEC2017.
• Abdul Hamid Ragab, Said Ali Hassan El-Quliti, Reda Abdelaal, Ali Wagdy Mohamed , Abdulfattah Suliman Mashat, Amin Yousef Noaman, Abdulrahman Helal Altalhi “STRATEGIC DECISION SUPPORT SYSTEM BASED HYBRID MODELS FOR COLLEGES ENROLLMENT CAPACITY PLANNING: DESIGN & IMPLEMENTATION ” INTED2017 (11th annual International Technology, Education and Development Conference), 6th-8th of March, 2017, Valencia (Spain).
• Said Ali Hassan El-Quliti^*, Abdul Hamid Mohamed Ragab, Reda Abdelaal, Ali Wagdy Mohamed, Abdulfattah Suliman Mashat, Amin Yousef Noaman, and Abdulrahman Helal Altalhi,” HIGHER EDUCATION ADMISSION CAPACITY PLANNING USING A LINEARIZED INTEGER GOAL PROGRAMMING MODEL ” 23-25 May 2016- Istanbul, Turkey Proceedings of SOCIOINT 2016 3rd International Conference on Education, Social Sciences and Humanities.
• A. W. Mohamed., (2014) “A New Approach to Differential Evolution Algorithm for Solving Stochastic Programming Problems” International Conference on Recent Advances of Pure and Applied Mathematics (ICRAPAM 2014), Antalya, Turkey, November 6-9.
• A. W. Mohamed, Zaher, H., (2011) “Advanced Differential Evolution algorithm for global numerical optimizatiom ” In: Proceedings of IEEE Computer Applications and Industrial Electronics (ICCAIE 2011), Penang, Malaysia, December, pp.167-172.
• A. W. Mohamed, Zaher, H., Khorshid, M. and Younis, T., (2007) “Gradient-Based Approaches for Solving Simulation Optimization problems” presented at the 42^nd Annual Conference for Statistics, Computer science, and Operations Research, Institute of Statistical Studies and Research(ISSR), Cairo University,Vol.42,pp.161-178.
• A. W. Mohamed ,(2006), “Simulation Optimization Using Response Surface Method” presented at the 41^st Annual Conference for Statistics, Computer science, and Operations Research, Institute of Statistical Studies and Research (ISSR), Cairo University, Vol.41, pp.143-162.

Working Publications

• Haibin Ouyang, Ali Mohamed, Chunliang Zhang, Steven Li, Zhifu Li, Dexuan Zou" Enhanced competition harmony search algorithm with circular region perturbation for global optimization problems", Applied Intelligence (IF=2.882), Under review.
• A. W. Mohamed, A. K. Mohamed & A. A. Hadi “Differential Evolution Mutations: Review, Taxonomy, Comparison and Convergence analysis”, IEEE Transactions on Cybernetics, Under review (IF= 10.32).
• A. W. Mohamed, A. K. Mohamed A. A. Hadi “Gaining-Sharing Knowledge Based Algorithm Solving global Optimization Problems: A Novel Nature-Inspired Algorithm”, International Journal of Machine Learning and Cybernetics (Springer). (IF=3.844), Under review.
• K. R. Opara, A. W. Mohamed, A. A. Hadi “Parametrized benchmarking for multi-faceted insight about optimization algorithms”, Working Paper.
• A. K. Mohamed, A. W. Mohamed “Predicting Premiere League Football Matches Results: A Statistical Model”, Working Paper.
• A. W. Mohamed, A. K. Mohamed, S. Sakr “Predicting Fantasy Premiere League: A Hybrid Framework of Statistical Generalized Linear Model and Large Scale Linear Integer Programming Model”, Working Paper.
• A. w. Mohamed, A. K. Mohamed, M. Maher, S. Sakr “Optimizing Machine Learning Algorithms using novel DE-based Algorithms”, Working Paper.