By Dr Saber Mohamed Elsayed Elsayed

Journal articles

Elsayed S; Sarker R; Coello CC; Ray T; Coello Coello C, 2018, 'Adaptation of operators and continuous control parameters in differential evolution for constrained optimization', Soft Computing, 22, pp. 6595 - 6616, http://dx.doi.org/10.1007/s00500-017-2712-6

Zaman F; Elsayed SM; Ray T; Sarker RA, 2018, 'Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets', IEEE Transactions on Evolutionary Computation, 22, pp. 536 - 549, http://dx.doi.org/10.1109/TEVC.2017.2742502

Elsayed S; Sarker R; Ray T; Coello CC; Coello Coello C, 2017, 'Consolidated optimization algorithm for resource-constrained project scheduling problems', Information Sciences, 418-419, pp. 346 - 362, http://dx.doi.org/10.1016/j.ins.2017.08.023

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Landscape-based adaptive operator selection mechanism for differential evolution', Information Sciences, 418-419, pp. 383 - 404, http://dx.doi.org/10.1016/j.ins.2017.08.028

Elsayed S; Sarker R; Coello Coello CA, 2017, 'Fuzzy Rule-Based Design of Evolutionary Algorithm for Optimization', IEEE Transactions on Cybernetics, 49, pp. 301 - 314, http://dx.doi.org/10.1109/TCYB.2017.2772849

Elsayed S; Sarker R; Coello Coello CA, 2017, 'Sequence-Based Deterministic Initialization for Evolutionary Algorithms', IEEE Transactions on Cybernetics, 47, pp. 2911 - 2923, http://dx.doi.org/10.1109/TCYB.2016.2630722

Shafi K; Elsayed S; Sarker R; Ryan M, 2017, 'Scenario-based multi-period program optimization for capability-based planning using evolutionary algorithms', Applied Soft Computing Journal, 56, pp. 717 - 729, http://dx.doi.org/10.1016/j.asoc.2016.07.009

Zaman F; Elsayed SM; Ray T; Sarker RA, 2017, 'Co-evolutionary approach for strategic bidding in competitive electricity markets', Applied Soft Computing Journal, 51, pp. 1 - 22, http://dx.doi.org/10.1016/j.asoc.2016.11.049

Zaman F; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary algorithms for power generation planning with uncertain renewable energy', Energy, 112, pp. 408 - 419, http://dx.doi.org/10.1016/j.energy.2016.06.083

Zaman MF; Elsayed ; Ray ; Sarker , 2016, 'Configuring two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems', Engineering Applications of Artificial Intelligence, 53, pp. 105 - 125, http://dx.doi.org/10.1016/j.engappai.2016.04.001

Elsayed S; Sarker R, 2016, 'Differential evolution framework for big data optimization', Memetic Computing, 8, pp. 17 - 33, http://dx.doi.org/10.1007/s12293-015-0174-x

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary Algorithms for Dynamic Economic Dispatch Problems', IEEE Transactions on Power Systems, 31, pp. 1486 - 1495, http://dx.doi.org/10.1109/TPWRS.2015.2428714

Sarker R; Elsayed S, 2015, 'Evolutionary algorithm for analyzing higher degree research student recruitment and completion', Cogent Engineering, 2, http://dx.doi.org/10.1080/23311916.2015.1063760

Elsayed S; Sarker R; Essam D, 2015, 'Survey of Uses of Evolutionary Computation Algorithms and Swarm Intelligence for Network Intrusion Detection', International Journal of Computational Intelligence and Applications, 14, http://dx.doi.org/10.1142/S146902681550025X

Mabrok MA; Elsayed S; Ryan MJ, 2015, 'Mathematical framework for recursive model-based system design', Nonlinear Dynamics, 84, pp. 223 - 236, http://dx.doi.org/10.1007/s11071-015-2418-1

Sayed E; Essam D; Sarker R; Elsayed S, 2015, 'Decomposition-based evolutionary algorithm for large scale constrained problems', Information Sciences, 316, pp. 457 - 486, http://dx.doi.org/10.1016/j.ins.2014.10.035

Elsayed SM; Sarker RA; Essam DL, 2015, 'Training and testing a self-adaptive multi-operator evolutionary algorithm for constrained optimization', Applied Soft Computing Journal, 26, pp. 515 - 522, http://dx.doi.org/10.1016/j.asoc.2014.10.011

Hamza NM; Sarker RA; Essam DL; Deb K; Elsayed SM, 2014, 'A constraint consensus memetic algorithm for solving constrained optimization problems', Engineering Optimization, 46, pp. 1447 - 1464, http://dx.doi.org/10.1080/0305215X.2013.846336

Sarker RA; Elsayed SM; Ray T, 2014, 'Differential evolution with dynamic parameters selection for optimization problems', IEEE Transactions on Evolutionary Computation, 18, pp. 689 - 707, http://dx.doi.org/10.1109/TEVC.2013.2281528

Elsayed SM; Sarker RA; Mezura-Montes E, 2014, 'Self-adaptive mix of particle swarm methodologies for constrained optimization', Information Sciences, 277, pp. 216 - 233, http://dx.doi.org/10.1016/j.ins.2014.01.051

Elsayed SM; Sarker RA; Essam DL, 2014, 'A self-adaptive combined strategies algorithm for constrained optimization using differential evolution', Applied Mathematics and Computation, 241, pp. 267 - 282, http://dx.doi.org/10.1016/j.amc.2014.05.018

Elsayed SM; Sarker RA; Essam DL, 2014, 'A new genetic algorithm for solving optimization problems', Engineering Applications of Artificial Intelligence, 27, pp. 57 - 69, http://dx.doi.org/10.1016/j.engappai.2013.09.013

Elsayed SM; Sarker RA; Essam DL, 2013, 'Adaptive Configuration of evolutionary algorithms for constrained optimization', Applied Mathematics and Computation, 222, pp. 680 - 711, http://dx.doi.org/10.1016/j.amc.2013.07.068

Elsayed ; Sarker R; Essam D, 2013, 'An improved self-adaptive differential evolution algorithm for optimization problems', IEEE Transactions on Industrial Informatics, 9, pp. 89 - 99, http://dx.doi.org/10.1109/TII.2012.2198658

Elsayed ; Sarker R; Essam D, 2013, 'Self-adaptive differential evolution incorporating a heuristic mixing of operators', Computational Optimization and Applications, 54, pp. 771 - 790, http://dx.doi.org/10.1007/s10589-012-9493-8

Elsayed ; Sarker R; Essam D, 2012, 'On an Evolutionary Approach for Constrained Optimization Problem Solving', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), 12, pp. 3208 - 3227, http://dx.doi.org/10.1016/j.asoc.2012.05.013

Elsayed ; Sarker R; Essam D, 2011, 'Multi-operator based evolutionary algorithms for solving constrained optimization problems', Computers and Operations Research, 38, pp. 1877 - 1896, http://dx.doi.org/10.1016/j.cor.2011.03.003

Conference Papers

Hamza N; Sarker R; Essam D; Elsayed S, 2024, 'Constraint Consensus for Solving Large-scale Constrained Optimization Problems', in 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings, http://dx.doi.org/10.1109/CEC60901.2024.10611820

Elfeky E; Sherman G; Elsayed S; Shovon MHI; Lodge R; Campbell B; Essam D; Sarker R, 2024, 'Differential Evolution Algorithm for Battlefield Surveillance Sensor Placement', in 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings, http://dx.doi.org/10.1109/CEC60901.2024.10611836

Liu J; Elsayed S; Essam D; Sarker R; Garanovich IL; Weir T, 2024, 'Large-Scale Project Portfolio Selection and Scheduling Problem: A Comparison of Exact Solvers and Metaheuristics', in 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings, http://dx.doi.org/10.1109/CEC60901.2024.10612051

Elsayed S; Mabrok M, 2024, 'Large-Scale Swarm Control in Cluttered Environments', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 384 - 395, http://dx.doi.org/10.1007/978-981-99-8715-3_32

Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 5224 - 5230, http://dx.doi.org/10.1109/SMC53992.2023.10394448

Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Effective Robotic Swarm Shepherding in the Presence of Obstacles', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254040

Windras Mara ST; Sarker R; Essam D; Elsayed S, 2023, 'Electric Vehicle-Drone Routing Problem with Optional Drone Availability', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 827 - 832, http://dx.doi.org/10.1109/ITSC57777.2023.10422505

Elsayed S; Hassanin M, 2023, 'Improved Shepherding Model for Large-scale Swarm Control', in International Conference on Smart Computing and Application, ICSCA 2023, http://dx.doi.org/10.1109/ICSCA57840.2023.10087385

Li K; Elsayed S; Sarker R; Essam D, 2023, 'Landscape-Based Genetic Algorithm with Quantum Entanglement for Dynamic Optimization Problems', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, pp. 187 - 192, http://dx.doi.org/10.1109/SKIMA59232.2023.10387354

Nguyen DT; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191371

Paul D; Mo H; Elsayed S; Chakrabortty RK, 2023, 'Predicting Energy Consumption of Battery-Operated Electric Vehicles: A Comparative Performance Assessment', in 2023 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2023, pp. 1032 - 1036, http://dx.doi.org/10.1109/IEEM58616.2023.10406558

Elsayed S, 2023, 'Towards Mitigating ChatGPT's Negative Impact on Education: Optimizing Question Design Through Bloom's Taxonomy', in 2023 IEEE Region 10 Symposium, TENSYMP 2023, http://dx.doi.org/10.1109/TENSYMP55890.2023.10223662

Mara STW; Elsayed S; Essam D; Sarker R, 2023, 'Vehicle Routing Problem for an Integrated Electric Vehicles and Drones System', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, pp. 197 - 214, http://dx.doi.org/10.1007/978-3-031-30855-0_14

Hamza N; Elsayed S; Sarker R; Essam D, 2022, 'Evolutionary Constrained Optimization with Dynamic Changes and Uncertainty in the Objective Function', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, Institute of Electrical and Electronics Engineers (IEEE), pp. 54 - 60, presented at 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 02 December 2022 - 04 December 2022, http://dx.doi.org/10.1109/SKIMA57145.2022.10029469

Elfeky E; Cochrane M; Marsh L; Elsayed S; Sims B; Crase S; Essam D; Sarker R, 2022, 'Coevolutionary Algorithm for Evolving Competitive Strategies in the Weapon Target Assignment Problem', in ACM International Conference Proceeding Series, pp. 9 - 18, http://dx.doi.org/10.1145/3533050.3533052

Harrison KR; Elsayed SM; Weir T; Garanovich IL; Boswell SG; Sarker RA, 2022, 'A Novel Multi-Objective Project Portfolio Selection and Scheduling Problem', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 480 - 487, http://dx.doi.org/10.1109/SSCI51031.2022.10022287

Elfeky E; Cochrane M; Crase S; Elsayed S; Sims B; Essam D; Sarker R, 2022, 'Coevolution with Danger Zone Levels Strategy for the Weapon Target Assignment Problem', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 596 - 603, http://dx.doi.org/10.1109/SSCI51031.2022.10022268

Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2022, 'Reinforcement Learning for Solving Communication Problems in Shepherding', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 1626 - 1635, http://dx.doi.org/10.1109/SSCI51031.2022.10022160

Hamza N; Elsayed S; Sarker R; Essam D, 2022, 'Solving constrained problems with dynamic objective functions', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, http://dx.doi.org/10.1109/CEC55065.2022.9870354

Islam T; Elsayed S; Essam D; Sarker R, 2021, 'A Comparative Study of Different Forecasting Models for Energy Demand Forecasting', in Smart Innovation, Systems and Technologies, Tekkali, India, pp. 553 - 564, presented at 6th International Conference on Computational Intelligence in Data Mining, Tekkali, India, 11 December 2021 - 12 December 2021, http://dx.doi.org/10.1007/978-981-16-9447-9_42

Harrison KR; Elsayed S; Sarker RA; Garanovich IL; Weir T; Boswell SG, 2021, 'Project portfolio selection with defense capability options', in GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), pp. 1825 - 1826, presented at Proceedings of the Genetic and Evolutionary Computation Conference Companion, http://dx.doi.org/10.1145/3449726.3463126

Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Modular Analysis and Development of a Genetic Algorithm with Standardized Representation for Resource-Constrained Project Scheduling', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 612 - 619, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), ELECTR NETWORK, 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504950

Saad H; Chakrabortty R; Elsayed S, 2021, 'Quantum-Inspired Differential Evolution for Resource-Constrained Project-Scheduling: Preliminary study', IEEE, Krakow, Poland, presented at 2021 IEEE Congress on Evolutionary Computation, Krakow, Poland, 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504970

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