By Dr Saber Mohamed Elsayed

Conference Papers

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

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

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, pp. 54 - 60, http://dx.doi.org/10.1109/SKIMA57145.2022.10029469

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

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

Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2021, 'A Graph-based Approach for Shepherding Swarms with Limited Sensing Range', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 2315 - 2322, http://dx.doi.org/10.1109/CEC45853.2021.9504706

Debie E; Singh H; Elsayed S; Perry A; Hunjet R; Abbass H, 2021, 'A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2634 - 2641, http://dx.doi.org/10.1109/SMC52423.2021.9659082

Mohamed RE; Hunjet R; Elsayed S; Abbass H, 2021, 'Deep Learning for Noisy Communication System', in 2021 31st International Telecommunication Networks and Applications Conference, ITNAC 2021, pp. 40 - 47, http://dx.doi.org/10.1109/ITNAC53136.2021.9652171

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, pp. 612 - 619, http://dx.doi.org/10.1109/CEC45853.2021.9504950

Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2021, 'Parallel Evolutionary Algorithm for EEG Optimization Problems', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 2577 - 2584, http://dx.doi.org/10.1109/CEC45853.2021.9504925

Harrison KR; Elsayed S; Weir T; Garanovich IL; Taylor R; Sarker R, 2020, 'An Exploration of Meta-Heuristic Approaches for the Project Portfolio Selection and Scheduling Problem in a Defence Context', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1395 - 1402, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), ELECTR NETWORK, 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308608

Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjel R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', in 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), IEEE, Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., pp. 2194 - 2201, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308572

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2020, 'Towards a More Practically Sound Formulation of Dynamic Problems and Performance Evaluation of Dynamic Search Methods', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 1387 - 1394, http://dx.doi.org/10.1109/SSCI47803.2020.9308464

Harrison KR; Elsayed S; Weir T; Garanovich IL; Galister M; Boswell S; Taylor R; Sarker R, 2020, 'Multi-Period Project Selection and Scheduling for Defence Capability-Based Planning', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 4044 - 4050, presented at 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), ELECTR NETWORK, 11 October 2020 - 14 October 2020, http://dx.doi.org/10.1109/smc42975.2020.9283334

Sallam K; Elsayed S; Chakrabortty R; Ryan M, 2020, 'Improved Multi-operator Differential Evolution Algorithm for Solving Unconstrained Problems', in 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE, Glasgow, United Kingdom, pp. 1 - 8, presented at IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020, Glasgow, United Kingdom, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/CEC48606.2020.9185577

Sallam K; Elsayed S; Chakrabortty R; Ryan M, 2020, 'Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems', in IEEE Congress on Evolutionary Computation (CEC), Glasgow, United Kingdom, presented at IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020, Glasgow, United Kingdom, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/CEC48606.2020.9185722.

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass H, 2020, 'A preliminary study towards an improved shepherding model', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 75 - 76, http://dx.doi.org/10.1145/3377929.3390067

Elsayed S; Sarker R; Hamza N; Coello CAC; Mezura-Montes E, 2020, 'Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185509

Sallam KM; Elsayed SM; Chakrabortty RK; Ryan MJ, 2020, 'Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185722

Ahrari A; Elsayed S; Sarker R; Essam D, 2019, 'A New Prediction Approach for Dynamic Multiobjective Optimization', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, IEEE Xplore, Wellington, New Zealand, New Zealand, pp. 2268 - 2275, presented at Congress on Evolutionary Computation (CEC), Wellington, New Zealand, New Zealand, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/cec.2019.8790215

Zaman F; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2019, 'Evolutionary Algorithm for Project Scheduling under Irregular Resource Changes', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 403 - 410, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/cec.2019.8790170

Li K; Elsayed S; Sarker R; Essam D, 2019, 'Quantum Differential Evolution: An Investigation', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 3022 - 3029, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/cec.2019.8790303

Singh H; Campbell B; Elsayed S; Perry A; Hunjet R; Abbass H, 2019, 'Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 2941 - 2948, http://dx.doi.org/10.1109/CEC.2019.8790228

Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2018, 'An Improved Multi-Objective Evolutionary Approach for Clustering High-Dimensional Data', in Sill A; Spillner J (ed.), Proceedings - 5th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2018, Institute of Electrical and Electronics Engineers (IEEE), SWITZERLAND, Zurich, pp. 184 - 190, presented at 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT), SWITZERLAND, Zurich, 17 December 2018 - 20 December 2018, http://dx.doi.org/10.1109/bdcat.2018.00030

Zaman F; Elsayed S; Sarker R; Essam D, 2018, 'A New Hybrid Approach for the Multimode Resource-Constrained Project Scheduling Problems', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, The University of Auckland, New Zealand, presented at The 48th International Conference on Computers and Industrial Engineering (CIE 48),, The University of Auckland, New Zealand, 02 December 2018 - 05 December 2018

Meselhi M; Sarker R; Essam D; Elsayed S, 2018, 'Decomposition of overlapping optimization functions', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, Auckland, New Zealand, presented at CIE 48, Computers & Industrial Engineering, Auckland, New Zealand, 02 December 2018 - 05 December 2018

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2018, 'Improved United Multi-Operator Algorithm for Solving Optimization Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477759

Sallam K; Elsayed S; Sarker R; Essam D, 2018, 'Landscape-Based Differential Evolution for Constrained Optimization Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477900

Meselhi MA; Sarker RA; Essam DL; Elsayed SM, 2018, 'Enhanced differential grouping for large scale optimization', in IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence, SciTePress, Seville, Spain, pp. 217 - 224, presented at IJCCI 2018 : 10th International Joint Conference on Computational Intelligence, Seville, Spain, 18 September 2018 - 20 September 2018, http://dx.doi.org/10.5220/0006938902170224

Zaman F; Elsayed S; Sarker R; Essam D, 2018, 'Scenario-Based Solution Approach for Uncertain Resource Constrained Scheduling Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), BRAZIL, Rio de Janeiro, pp. 1 - 8, presented at 2018 IEEE Congress on Evolutionary Computation (CEC), BRAZIL, Rio de Janeiro, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/cec.2018.8477756

Meselhi MA; Elsayed SM; Essam DL; Sarker RA, 2017, 'Fast differential evolution for big optimization', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, http://dx.doi.org/10.1109/SKIMA.2017.8294137

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Multi-method based orthogonal experimental design algorithm for solving CEC2017 competition problems', in 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), San Sebastian, Spain, pp. 1350 - 1357, presented at 2017 IEEE Congress on Evolutionary Computation (CEC), San Sebastian, Spain, 05 June 2017 - 08 June 2017, http://dx.doi.org/10.1109/cec.2017.7969461

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2016, 'Two-phase differential evolution framework for solving optimization problems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Institute of Electrical and Electronics Engineers (IEEE), Athens, Greece, pp. 1 - 8, presented at 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/ssci.2016.7850258

Aguilar-Justo AE; Mezura-Montes E; Elsayed SM; Sarker RA, 2016, 'Decomposition of large-scale constrained problems using a genetic-based search', in 2016 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2016, Ixtapa, Mexico, presented at 2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), Ixtapa, Mexico, 09 November 2016 - 11 November 2016, http://dx.doi.org/10.1109/ROPEC.2016.7830614

Zaman MF; Elsayed S; Ray T; Sarker , 2016, 'A Co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers', in Evolutionary Computation (CEC), 2016 IEEE Congress on, Vancouver, Canada, presented at IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744234

Elsayed S; Sarker R; Coello CC; Coello Coello C, 2016, 'Enhanced multi-operator differential evolution for constrained optimization', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, Institute of Electrical and Electronics Engineers (IEEE), CANADA, Vancouver, pp. 4191 - 4198, presented at 2016 IEEE Congress on Evolutionary Computation (CEC), CANADA, Vancouver, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/cec.2016.7744322

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