By Associate Professor Saber Mohamed Elsayed Elsayed

Conference Papers

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

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

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, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1387 - 1394, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), ELECTR NETWORK, 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308464

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, http://dx.doi.org/10.26190/unsworks/27002

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, http://dx.doi.org/10.26190/unsworks/27256

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

Elsayed S; Hamza N; Sarker R, 2016, 'Testing united multi-operator evolutionary algorithms-II on single objective optimization problems', in 2016 IEEE Congress on Evolutionary Computation CEC 2016, Institute of Electrical and Electronics Engineers (IEEE), CANADA, Vancouver, pp. 2966 - 2973, presented at 2016 IEEE Congress on Evolutionary Computation (CEC), CANADA, Vancouver, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744164

Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu ; Singh ; Elsayed (eds.), Proceedings in Adaptation, Learning and Optimization, Springer, AUSTRALIA, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, pp. 495 - 508, presented at 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), AUSTRALIA, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, http://dx.doi.org/10.1007/978-3-319-49049-6_36

Zaman MF; Elsayed S; Ray T; Sarker R, 2015, 'An Evolutionary Approach for Scheduling Solar-thermal Power Generation System', Metz, France, presented at International Conference on Computers & Industrial Engineering (CIE), Metz, France, 28 October 2015 - 30 October 2015, http://dx.doi.org/10.13140/RG.2.1.1577.5129

Ali IM; Elsayed SABER; Ray T; Sarker R, 2015, 'Memetic Algorithm for solving Resource Constrained Project Scheduling Problems', in Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press): STM Titles, Sendai, presented at CEC, Sendai, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257231

Sallam ; Sarker ; Essam ; Elsayed SM, 2015, 'Neurodynamic differential evolution algorithm and solving CEC2015 competition problems', in IEEE Congress on Evolutionary Computation,, Institute of Electrical and Electronics Engineers (IEEE), Sendai, Japan, pp. 1033 - 1040, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257003

Elsayed SM; Sarker R; Slay , 2015, 'Evaluating the performance of a differential evolution algorithm in anomaly detection', in 2015 IEEE Congress on Evolutionary Computation CEC 2015 Proceedings, Institute of Electrical and Electronics Engineers (IEEE), Sendai, Japan, pp. 2490 - 2497, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 April 2016, http://dx.doi.org/10.1109/CEC.2015.7257194

elsayed ; sarker ; Elsayed SM, 2015, 'An Adaptive Configuration of Differential Evolution Algorithms for Big Data', in 2015 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE, Sendai, Japan, pp. 695 - 702, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 May 2015

Sayed E; Essam D; Sarker R; Elsayed S, 2014, 'A decomposition-based algorithm for dynamic economic dispatch problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation CEC 2014, pp. 1898 - 1905, http://dx.doi.org/10.1109/CEC.2014.6900459

Elsayed SM; Ray T; Sarker RA, 2014, 'A surrogate-assisted differential evolution algorithm with dynamic parameters selection for solving expensive optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation CEC 2014, pp. 1062 - 1068, http://dx.doi.org/10.1109/CEC.2014.6900351

Greenwood GW; Elsayed S; Sarker R; Abbass HA, 2014, 'Online generation of trajectories for autonomous vehicles using a multi-agent system', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation CEC 2014, pp. 1218 - 1224, http://dx.doi.org/10.1109/CEC.2014.6900345

Elsayed SM; Sarker RA; Essam DL; Hamza NM, 2014, 'Testing united multi-operator evolutionary algorithms on the CEC2014 real-parameter numerical optimization', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation CEC 2014, pp. 1650 - 1657, http://dx.doi.org/10.1109/CEC.2014.6900308

Elsayed SM; Sarker RA; Essam DL, 2014, 'United multi-operator evolutionary algorithms', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation CEC 2014, pp. 1006 - 1013, http://dx.doi.org/10.1109/CEC.2014.6900237

Elsayed SM; Sarker RA, 2013, 'Differential Evolution with automatic population injection scheme for constrained problems', in Proceedings of the 2013 IEEE Symposium on Differential Evolution Sde 2013 2013 IEEE Symposium Series on Computational Intelligence Ssci 2013, pp. 112 - 118, http://dx.doi.org/10.1109/SDE.2013.6601450

Elsayed ; Sarker R; Essam D, 2013, 'A Genetic Algorithm for Solving the CEC'2013 Competition Problems on Real-Parameter Optimization', Cancún, México, pp. 356 - 360, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6557591

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