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أ.د.محمد عبدالرحمن الشوربجي حسن

Ph.D. - Applied Mathematics - July 2013 أستاذ كلية العلوم والدراسات الانسانية بالخرج

الخرج
011-588-8137
ma.hassan@psau.edu.sa

السيرة الذاتية
الأبحاث العلمية

المؤهلات العلمية

Ph.D. - Applied Mathematics - July 2013 ///// Msc. - Applied Mathematics - Feb. 2010

الاهتمامات البحثية

My current research interests include: Swarm Intelligence, Artificial Intelligence, Evolutionary algorithms, Numerical Optimization and Engineering Optimization and Cluster Analysis.

الخبرات

Dec. 2024 - حتى الآن - professor - Department of Mathematics, College of Science and Humanities Studies, Prince Sattam Bin Abdulaziz University, Al-Kharj, Kingdom of Saudi Arabia.
Sep. 2020 - Dec. 2024 - Associate professor - Department of Mathematics, College of Science and Humanities Studies, Prince Sattam Bin Abdulaziz University, Al-Kharj, Kingdom of Saudi Arabia.

الأبحاث العلمية

[J-1] W.F. Abd El-Wahed, A.A. Mousa, M.A. El-Shorbagy, Integrating particle swarm optimization with genetic algorithms for solving nonlinear optimization problems, Journal of Computational and Applied Mathematics 235 (2011) 1446–1453.
[J-2] A.A. Mousa , M.A. El-Shorbagy , Waiel. F. Abd El-Wahed, Local search based hybrid particle swarm optimization for multiobjective optimization, International journal of Swarm and evolutionary computation 3 (2012) 1:14.
[J-3] A.A. Mousa , M.A. El-Shorbagy, Enhanced particle swarm optimization based local search for reactive power compensation problem, Applied Mathematics 3 (2012) 1276-1284.
[J-4] M.A. El-Shorbagy, Z.M. Hendawy, A.A. El-Sawy, Trust Region-Particle Swarm for Multi-Objective Engineering Component Design Problems, Journal of Global Research in Mathematical Archives 1(3) (2013) 4-15.
[J-5] A.A. El-Sawy, Z.M. Hendawy, M.A. El-Shorbagy, Reference Point Based TR-PSO for Multi-objective Environmental/Economic Dispatch, Applied Mathematics, 4(5) (2013) 803-813.
[J-6] A.A. El-Sawy, Z.M. Hendawy, M.A. El-Shorbagy, Solving Constrained Multiobjective Optimization Using RP-TR/PSO, International Journal of Mathematical Archive, 4(5) (2013) 16-25.
[J-7] S.M. Nasr, M.A. El-Shorbagy, I.M. El_Desoky, Z.M. Hendawy, A.A. Mousa, Hybrid Genetic Algorithm for Constrained Nonlinear Optimization Problems, British Journal of Mathematics & Computer Science, 7(6) (2015), 466-480.
[J-8] Mai A. Farag, M.A. El-Shorbagy, I. M. El-Desoky, A. A. El-Sawy and A. A. Mousa, Genetic Algorithm Based on K-means-Clustering Technique for Multi-objective Resource Allocation Problems, British Journal of Applied Science & Technology, 8(1) (2015) 80-96.
[J-9] M.A. El-Shorbagy, Weighted Method Based Trust Region-Particle Swarm Optimization for Multi-Objective Optimization, American Journal of Applied Mathematics, 3(3) (2015), 81-89.
[J-10] Mai A. Farag, M.A. El-Shorbagy, I. M. El-Desoky, A. A. El-Sawy and A. A. Mousa, Binary-Real Coded Genetic Algorithm Based k-Means Clustering for Unit Commitment Problem, Applied Mathematics, 6 (2015), 1873-1890.
[J-11] M.A. El-Shorbagy, A.A. Mousa, A Hybrid Optimization System Coupling Particle Swarm Optimization Algorithm and Genetic Algorithm Applied to Nonlinear Optimization Problems, The Online Journal on Mathematics and Statistics (OJMS), 6(1) (2015), 118-125.
[J-12] M.A. El-Shorbagy, A.A. Mousa, S.M. Nasr, A chaos-based evolutionary algorithm for general nonlinear programming problems, Chaos, Solitons and Fractals, 85 (2016) 8–21.
[J-13] A. Al Malki, M.M. Rizk, M.A. El-Shorbagy, A.A. Mousa, Hybrid Genetic Algorithm with K-Means for Clustering Problems, Open Journal of Optimization, 5 (2016) 71-83.
[J-14] I.M. El-Desoky, M.A. El-Shorbagy, S.M. Nasr, Z.M. Hendawy, A.A. Mousa, A HYBRID GENETIC ALGORITHM FOR JOB SHOP SCHEDULING PROBLEMS, International Journal of Advancement in Engineering, Technology and Computer Sciences (IJAETCS), 3(1) (2016) 6-17.
[J-15] A. Al Malki, M.M. Rizk, M.A. El-Shorbagy, A.A. Mousa, Identifying the Most Significant Solutions from Pareto Front Using Hybrid Genetic K-Means Approach, International Journal of Applied Engineering Research, 11(14) (2016) 8298-8311.
[J-16] A. A. Mousa, M. A. El-Shorbagy, Identifying a Satisfactory Operation Point for Fuzzy Multiobjective Environmental/Economic Dispatch Problem, American Journal of Mathematical and Computer Modelling, 1(1) (2016) 1-14.
[J-17] M. A. El-Shorbagy, A. A. Mousa, M. Farag, Solving Nonlinear Single-Unit Commitment Problem by Genetic Algorithm Based Clustering Technique, Review of Computer Engineering Research, 4(1) (2017) 11-29.
[J-18] M. A. El-Shorbagy, A. A. Mousa, Chaotic Particle Swarm Optimization for Imprecise Combined Economic and Emission Dispatch Problem, Review of Information Engineering and Applications, 4(1) (2017) 20-35.
[J-19] Moustafa M. Salama, A. A. Mousa, M. A. El-Shorbagy, A Combined Genetic Algorithms-Modified Local Search Scheme for Nonlinear Programming Problems, Global Journal of Pure and Applied Mathematics, 13(9) (2017) 4765-4786.
[J-20] A. A. Mousa, M. A. El-Shorbagy, M. A. Farag, K-means-Clustering Based Evolutionary Algorithm for Multi-objective Resource Allocation Problems, Applied Mathematics & Information Sciences (AMIS) An International Journal, 11(6) (2017) 1681-1692.
[J-21] M. A. El-Shorbagy, Aboul Ella Hassanien, Particle Swarm Optimization from Theory to Applications, International Journal of Rough Sets and Data Analysis, 5(2) (2018) 1-24.
[J-22] Ali M. Abdelsalam, M.A. El-Shorbagy, Optimization of wind turbines siting in a wind farm using genetic algorithm based local search, Renewable Energy, 123 (2018) 748-755.
[J-23] M.A. El-Shorbagy, A.Y. Ayoub, A.A. Mousa, I.M. El-Desoky, An Enhanced Genetic Algorithm with New Mutation for Cluster Analysis, Computational Statistics - Springer, September 2019, Volume 34, Issue 3, pp 1355–1392
[J-24] M.A. El-Shorbagy, A.A. Mousa, M. A. Farag, An intelligent computing technique based on a dynamic-size subpopulations for unit commitment problem, OPSEARCH - Springer, September 2019, Volume 56, Issue 3, pp 911–944
[J-25] M.A. El-Shorbagy, M. Elhoseny, Aboul Ella Hassanien, Sayed Hassan Ahmed, A Novel PSO Algorithm for Dynamic Wireless Sensor Network Multiobjective Optimization Problem, Transactions on Emerging Telecommunications Technologies, November 2019, Volume 30, Issue 11, pp 1–14.
[J-26] M. A. El-Shorbagy, A. A. Mousa, T. Abo-Kila, Evolutionary algorithm for multi-objective multi-index transportation problem under fuzziness, Journal of Applied Research on Industrial Engineering, April 2020, Volume 7, Issue 1, pp 36–56.
[J-27] Yousria Abo-elnaga, M.A. El-Shorbagy, Multi-Sine Cosine Algorithm for Solving Nonlinear Bilevel Programming Problems, International Journal of Computational Intelligence Systems – Atlantis Press Publisher, April 2020, Volume 13, Issue 1, pp 421–432.
[J-28] M. A. Farag, M.A. El-Shorbagy, A. A. Mousa, I. M. El-Desoky, A New Hybrid Metaheuristic Algorithm for Multiobjective Optimization Problems, International Journal of Computational Intelligence Systems – Atlantis Press Publisher, June 2020, Volume 13, Issue 1, pp 920 - 940.
[J-29] M.A. Elsisy, D.A. Hammad, M.A. El-Shorbagy, Solving Interval Quadratic Programming Problems by Using the Numerical Method and Swarm Algorithms, Complexity, Sep. 2020, Volume 2020, pp 1 - 11.
[J-30] A. A. Mousa, M.A. El-Shorbagy, M. A. Farag, Steady-State Sine Cosine Genetic Algorithm Based Chaotic Search for Nonlinear Programming and Engineering Applications, IEEE Access, November 2020, Volume 8, pp 212036- 212054.
[J-31] M. A. El-Shorbagy, A. M. El-Refaey, Hybridization of Grasshopper Optimization Algorithm with Genetic Algorithm for Solving System of Non-Linear Equations, IEEE Access, December 2020, Volume 8, pp 220944-220961.
[J-32] M.A. El-Shorbagy, A. Y. Ayoub, Integrating Grasshopper Optimization Algorithm with Local Search for Solving Data Clustering Problems, International Journal of Computational Intelligence Systems – Atlantis Press Publisher, February 2021, Volume 14, Issue 1, pp 783 - 793.
[J-33] M.A. El-Shorbagy, A. A. Mousa, Constrained Multiobjective Equilibrium Optimizer Algorithm for Solving Combined Economic Emission Dispatch Problem, Complexity, Jan. 2021, Volume 2021, pp. 1 - 14.
[J-34] A. A. Mousa, M.A. El-Shorbagy, I. Mustafa, H. Alotaibi, Chaotic Search Based Equilibrium Optimizer for Dealing with Nonlinear Programming and Petrochemical Application, Processes, Jan. 2021, Volume 9, Issue 2, p. 200.
[J-35] A. M. Abd Elazeem, A. A. Mousa, M. A. El-Shorbagy, S. K. Elagan, Y. Abo-Elnaga Detecting All Non-Dominated Points for Multi-Objective Multi-Index Transportation Problems, Sustainability, Jan. 2021, Volume 13, Issue 3, p. 1372.
[J-36] El-Sobky, Bothina, Yousria Abo-Elnaga, Abd Allah A. Mousa, and Mohamed A. El-Shorbagy. "trust-region based penalty barrier algorithm for constrained nonlinear programming problems: An application of design of minimum cost canal sections." Mathematics 9, no. 13 (2021): 1551.
[J-37] El Sayed, Mohamed A., Mohamed A. El-Shorbagy, Farahat A. Farahat, Aisha F. Fareed, and Mohamed A. Elsisy. "Stability of parametric intuitionistic fuzzy multi-objective fractional transportation problem." Fractal and Fractional 5, no. 4 (2021): 233.
[J-38] El-Shorbagy, M. A., and Adel M. El-Refaey. "COVID-19: mathematical growth vs. precautionary measures in China, KSA, and the USA." Informatics in Medicine Unlocked 28 (2022): 100834.
[J-39] El-Shorbagy, Mohammed A., and Adel M. El-Refaey. "A hybrid genetic–firefly algorithm for engineering design problems." Journal of Computational Design and Engineering 9, no. 2 (2022): 706-730.
[J-40] Algelany, A. M., and M. A. El-Shorbagy. "Chaotic Enhanced Genetic Algorithm for Solving the Nonlinear System of Equations." Computational Intelligence and Neuroscience 2022 (2022).
[J-41] El-Shorbagy, Mohammed A., Islam M. Eldesoky, Mohamady M. Basyouni, Islam Nassar, and Adel M. El-Refaey. "Chaotic Search-Based Salp Swarm Algorithm for Dealing with System of Nonlinear Equations and Power System Applications." Mathematics 10, no. 9 (2022): 1368.
[J-42] El-Shorbagy, M. A. "Chaotic Fruit Fly Algorithm for Solving Engineering Design Problems." Complexity 2022 (2022).
[J-43] Omar, Hala A., and M. A. El-Shorbagy. "Modified grasshopper optimization algorithm-based genetic algorithm for global optimization problems: the system of nonlinear equations case study." Soft Computing 26, no. 18 (2022): 9229-9245.
[J-44] El-Shorbagy, Mohammed A., Hala A. Omar, and Tamer Fetouh. "Hybridization of Manta-Ray Foraging Optimization Algorithm with Pseudo Parameter-Based Genetic Algorithm for Dealing Optimization Problems and Unit Commitment Problem." Mathematics 10, no. 13 (2022): 2179.
[J-45] Abumandour, Ramzy M., Mohammed A. El-Shorbagy, Islam M. Eldesoky, Mohamed H. Kamel, Hammad Alotaibi, and Ahmed L. Felila. "Deflection Analysis of a Nonlocal Euler–Bernoulli Nanobeam Model Resting on Two Elastic Foundations: A Generalized Differential Quadrature Approach." Symmetry 14, no. 11 (2022): 2342.
[J-46] El-Shorbagy, Mohammed A., Aboul Ella Hassanien, and Ahmad Taher Azar. "Circular local search for unconstrained optimisation problems." International Journal of Advanced Intelligence Paradigms 25, no. 1-2 (2023): 200-218.
[J-47] El-Shorbagy, M. A., Hossam A. Nabwey, Mustafa Inc, and Mostafa Khater. "Metaheuristics and Neutrosophic Sets for COVID-19 Detection: A review study." International Journal of Neutrosophic Science (IJNS) 20, no. 1 (2023).
[J-48] El-Shorbagy, M. A., Hossam A. Nabwey, Mustafa Inc, and Mostafa Khater. "A Review on Metaheuristic Algorithms with Neutrosophic Sets for Image Enhancement." International Journal of Neutrosophic Science (IJNS) 20, no. 1 (2023).
[J-49] El-Shorbagy, Mohammed A., and Fatma M. Al-Drees. "Studying the Effect of Introducing Chaotic Search on Improving the Performance of the Sine Cosine Algorithm to Solve Optimization Problems and Nonlinear System of Equations." Mathematics 11, no. 5 (2023): 1231.
[J-50] M. A. El-Shorbagy, A. Bouaouda, H. A. Nabwey, L. Abualigah and F. A. Hashim, "Advances in Henry Gas Solubility Optimization: A Physics-Inspired Metaheuristic Algorithm with Its Variants and Applications," in IEEE Access, vol. 12, pp. 26062-26095, 2024
[J-51] El-Shorbagy, M. A., and A. M. Abd Elazeem. "Convex combination search algorithm: A novel metaheuristic optimization algorithm for solving global optimization and engineering design problems." Journal of Engineering Research (2024).
[J-52] El-Shorbagy, Mohammed A., Anas Bouaouda, Hossam A. Nabwey, Laith Abualigah, and Fatma A. Hashim. "Bald eagle search algorithm: a comprehensive review with its variants and applications." Systems Science & Control Engineering 12, no. 1 (2024): 2385310.
[J-53] El-Shorbagy, M. A. "Chaotic Noise-Based Particle Swarm Optimization Algorithm for Solving System of Nonlinear Equations." IEEE Access (2024).
[J-54] El-Shorbagy, M. A., and Taghreed Hamdi Alhadbani. "Monarch butterfly optimization-based genetic algorithm operators for nonlinear constrained optimization and design of engineering problems." Journal of Computational Design and Engineering 11, no. 3 (2024): 200-222.
[J-55] Magdy, Muhammad, Ahmed G. Nasr, Ramzy M. Abumandour, and Mohammed A. El-Shorbagy. "The Impact of Heat Transfer and a Magnetic Field on Peristaltic Transport with Slipping through an Asymmetrically Inclined Channel." Mathematics 12, no. 12 (2024): 1827.
[J-56] El‐Shorbagy, M. A. "Trust region based chaotic search for solving multi‐objective optimization problems." Expert Systems: e13705.

[C-1] W. F. Abd-El-Wahed , A.A.Mousa , M.A.El-Shorbagy,” Integrating Particle Swarm Optimization with Genetic Algorithms for Solving Nonlinear Optimization Problems”, 18th international conference on computer theory and applications, ICCTA 2008,11-13October 2008, pp 161-168, Alexandria , Egypt.
[C-2] W. F. Abd El-Wahed, A.M. Ebady, A.A.Mousa , M.A.El-Shorbagy, Local search based Hybrid Particle Swarm Optimization Algorithm for Multiobjective Optimization, 1st International Conference on Computer Science from Algorithms to Applications, Cairo, Egypt, December 8-10, 2009.
[C-3] W. F. Abd El-Wahed, A.M. Ebady, A.A.Mousa , M.A.El-Shorbagy, hybrid particle swarm optimization based local search for reactive power compensation, 13th International Middle East Power System Conference MEPCON'2009, Assuit, Egypt, December 20-23, 2009.
[C-4] A.A. El-Sawy, Z.M. Hendawy, M.A. El-Shorbagy, Combining Trust-Region Algorithm and local search for Multi-objective Optimization, 3rd European Conference of Civil Engineering (ECCIE'12), Paris, France, December, 11-12, 2012.
[C-5] A.A. El-Sawy, Z.M. Hendawy, M.A. El-Shorbagy, Trust-Region Algorithm based local search for Multi-objective Optimization, IEEE 1st International Conference on Innovative Engineering Systems (IEEE-RAS ICIES2012), Alexandria, Egypt, December, 7-9, 2012, Doi: 10.1109/ICIES.2012.6530871.
[C-6] A.A. El-Sawy, Z.M. Hendawy, M.A. El-Shorbagy, Combining Trust Region and Particle Swarm Optimization for Multi-objective Optimization, 1st International Conference on Computing and Informatics (ICCI 2012), Cairo, Egypt, December, 11-12, 2012.
[C-7] A.A. Mousa, Ragab A. El Sehiemy, M.A. El-Shorbagy, A Novel PSO-GA-LS Algorithm for Enhanced Management of Reactive Power Compensation in Power Systems,, Fifteenth International Middle East Power Systems Conference, MEPCON'12, Alexandria, Egypt, December, 23-25, 2012.
[C-8] A.A. Mousa, M.A. El-Shorbagy, Hybrid Particle Swarm Optimization Based Local Search Technique for Reactive Power Compensation Problem, The 7th International Conference on Mathematics and Engineering Physics (ICMEP-7), Military Technical College, Kobry Elkobbah, Cairo, Egypt, May 27-29,2014
[C-9] M.A. El-Shorbagy, A.A. Mousa, A Hybrid Optimization System Coupling Particle Swarm Optimization Algorithm and Genetic Algorithm Applied to Nonlinear Optimization Problems, The 2014 world congress on mathematics and statistics (WCMS'14), Triumph Hotel, El Khalifa El Maamoun St., Heliopolies (http://www.triumphhotel.com), Cairo, Egypt, Dec. 23 – 25, 2014.
[C-10] M.A. El-Shorbagy, S.M. Nasr, A.A. Mousa, I.M. El_Desoky, Z.M. Hendawy, Hybrid Genetic Algorithm for Constrained Nonlinear Optimization Problems, The 4th International Conference on Mathematics & Information Science (ICMIS 2015), Zewail City of Science and Technology, Cairo, Egypt, 5-7 Feb. 2015.
[C-11] A.A. Mousa, B.N. Al-Matrafi Barta, and M.A. El-Shorbagy, Reference point based neural network algorithm applied to fuzzy multiobjective environmental/economic dispatch problems, The 3rd International Conference on Energy Systems and Technologies (ICEST 2015), Le Méridien Heliopolis Hotel, 51 El Orouba Street, Heliopolis, Cairo, Egypt, 16-19 Feb. 2015.
[C-12] Mai A. Farag, M.A. El-Shorbagy, I.M. El_Desoky, A.A. El-Sawy and A.A. Mousa, Solving Multi-objective Resource Allocation Problems Using a Genetic K-means Clustering Algorithm, International Conference on Pure and Applied Sciences (ICPAS2015), Luxor, Egypt, 28-30 Mar. 2015.
[C-13] Z.M. Hendawy, M.A. El-Shorbagy, Combined Trust Region With Particle Swarm For Multi-objective Optimisation, 18th International Academic Conference, the International Institute of Social and Economic Sciences, London, United Kingdom, 25-28, Aug. 2015.
[C-14] Mai A. Farag, M.A. El-Shorbagy, I.M. El_Desoky, A.A. El-Sawy and A.A. Mousa, Binary-Real Coded Genetic Algorithm Based K-Means Clustering for Unit Commitment Problem, International Conference For Mathematics And Applications (ICMA15), Cairo, Egypt, 27-29 Dec. 2015.
[C-15] M.A. El-Shorbagy, S.M. Nasr, A.A. Mousa, I.M. El_Desoky, Z.M. Hendawy, A Hybrid Genetic Algorithm for Job_Shop Scheduling Problems, The 5th International Conference on Mathematics & Information Science (ICMIS 2016), Zewail City of Science and Technology, Cairo, Egypt, 11-13 Feb. 2016.
[C-16] Mai A. Farag, M.A. El-Shorbagy, I.M. El_Desoky, A.A. El-Sawy and A.A. Mousa, Solving Multi-objective Unit commitment Problem using a Genetic Algorithm based clustering technique, The 5th International Conference on Mathematics & Information Science (ICMIS 2016), Zewail City of Science and Technology, Cairo, Egypt, 11-13 Feb. 2016.
[C-17] M.A. El-Shorbagy, A.Y. Ayoub, I.M. El-Desoky and A.A. Mousa, A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis, In The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). AMLTA 2018. Advances in Intelligent Systems and Computing, vol 723, pp. 92-101, Feb 22. 2018. Springer, Cham.
[C-18] M. A. El-Shorbagy, Aboul Ella Hassanien, (2019) Spherical Local Search for Global Optimization. In: Hassanien A., Tolba M., Shaalan K., Azar A. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018. AISI 2018. Advances in Intelligent Systems and Computing, vol 845. Springer, Cham
[C-19] M. A. El-Shorbagy, M. A. Farag, A. A. Mousa, I. M. El-Desoky, (2020) A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems. In: Hassanien A., Azar A., Gaber T., Bhatnagar R., F. Tolba M. (eds) The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019). AMLTA 2019. Advances in Intelligent Systems and Computing, vol 921. Springer, Cham
[C-20] A.Y. Ayoub, M.A. El-Shorbagy, I.M. El-Desoky, A.A. Mousa, (2020) Cell Blood Image Segmentation Based on Genetic Algorithm. In: Hassanien AE., Azar A., Gaber T., Oliva D., Tolba F. (eds) Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020). AICV 2020. Advances in Intelligent Systems and Computing, vol 1153. Springer, Cham
[C-21] M. A. Farag, M.A. El-Shorbagy, A. A. Mousa, I. M. El-Desoky, (2020) Optimization of Economic Emission Dispatch Problem by Nondominated Sorting Sine-Cosine Algorithm. In the 10th International Conference of The Military Technical College. Egypt: IOP;2020.

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مواقع أعضاء هيئة التدريس

أ.د.محمد عبدالرحمن الشوربجي حسن

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