Select Publications

Book Chapters

Islam T; Elsayed S; Essam D; Sarker R, 2022, 'A Comparative Study of Different Forecasting Models for Energy Demand Forecasting', in Computational Intelligence in Data Mining, Springer Nature Singapore, pp. 553 - 564, http://dx.doi.org/10.1007/978-981-16-9447-9_42

Harrison KR; Elsayed SM; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2022, 'A New Model for the Project Portfolio Selection and Scheduling Problem with Defence Capability Options', in Adaptation, Learning, and Optimization, pp. 89 - 123, http://dx.doi.org/10.1007/978-3-030-88315-7_5

Sarker RA; Harrison KR; Elsayed SM, 2022, 'Evolutionary Approaches for Project Portfolio Optimization: An Overview', in Adaptation, Learning, and Optimization, pp. 9 - 35, http://dx.doi.org/10.1007/978-3-030-88315-7_2

Harrison KR; Elsayed S; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2021, 'Evolutionary and Memetic Computing for Project Portfolio Selection and Scheduling', in , Springer

Sallam K; Elsayed S; Sarker R; Essam D, 2016, 'Differential evolution with landscape-based operator selection for solving numerical optimization problems', in Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, pp. 371 - 387, https://link.springer.com/content/pdf/10.1007%2F978-3-319-49049-6.pdf

Elsayed S; Zaman M; Sarker , 2015, 'Automated Differential Evolution for Solving Dynamic Economic Dispatch Problems', in Lavangnananda K; PhonAmnuaisuk S; Engchuan W; Chan JH (ed.), Intelligent and Evolutionary Systems The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings, edn. Proceedings in Adaptation Learning and Optimization, Springer, King Mongkuts Univ Technol Thonburi, Sch Informat Technol, Bangkok, THAILAND, pp. 357 - 372, http://dx.doi.org/10.1007/978-3-319-27000-5_29

Elsayed S; Sarker R, 2014, 'Evolving the Parameters of Differential Evolution using Evolutionary Algorithms', in Proceedings in Adaptation, Learning and Optimization 1, Springer Cham Heidelberg, New York, pp. 523 - 534, http://dx.doi.org/10.1007/978-3-319-13359-1

Edited Books

Harrison KR; Elsayed SM; Garanovich IL; Weir T; Boswell SG; Sarker RA, (eds.), 2022, Evolutionary and Memetic Computing for Project Portfolio Selection and Scheduling, Springer, Cham, http://dx.doi.org/10.1007/978-3-030-88315-7

Journal articles

Harrison KR; Elsayed SM; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2022, 'Generating datasets for the project portfolio selection and scheduling problem', Data in Brief, vol. 42, pp. 108208 - 108208, http://dx.doi.org/10.1016/j.dib.2022.108208

Harrison KR; Elsayed SM; Weir T; Garanovich IL; Boswell SG; Sarker RA, 2022, 'Solving a novel multi-divisional project portfolio selection and scheduling problem', Engineering Applications of Artificial Intelligence, vol. 112, pp. 104771 - 104771, http://dx.doi.org/10.1016/j.engappai.2022.104771

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations', IEEE Transactions on Evolutionary Computation, vol. 26, pp. 527 - 541, http://dx.doi.org/10.1109/TEVC.2021.3117116

Meselhi M; Sarker R; Essam D; Elsayed S, 2022, 'A decomposition approach for large-scale non-separable optimization problems', Applied Soft Computing, vol. 115, pp. 108168 - 108168, http://dx.doi.org/10.1016/j.asoc.2021.108168

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'PyDDRBG: A Python framework for benchmarking and evaluating static and dynamic multimodal optimization methods', SoftwareX, vol. 17, http://dx.doi.org/10.1016/j.softx.2021.100961

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'Revisiting Implicit and Explicit Averaging for Noisy Optimization', IEEE Transactions on Evolutionary Computation, pp. 1 - 1, http://dx.doi.org/10.1109/TEVC.2022.3201090

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A Novel Parametric benchmark generator for dynamic multimodal optimization', Swarm and Evolutionary Computation, vol. 65, pp. 100924 - 100924, http://dx.doi.org/10.1016/j.swevo.2021.100924

Harrison KR; Elsayed S; Garanovich IL; Weir T; Galister M; Boswell S; Taylor R; Sarker R, 2021, 'A Hybrid Multi-Population Approach to the Project Portfolio Selection and Scheduling Problem for Future Force Design', IEEE Access, vol. 9, pp. 83410 - 83430, http://dx.doi.org/10.1109/ACCESS.2021.3086070

Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization', IEEE Transactions on Evolutionary Computation, vol. 25, pp. 463 - 477, http://dx.doi.org/10.1109/TEVC.2021.3051172

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A heredity-based adaptive variation operator for reinitialization in dynamic multi-objective problems', Applied Soft Computing, vol. 101, http://dx.doi.org/10.1016/j.asoc.2020.107027

Saad H; Chakrabortty R; Elsayed S; Ryan M, 2021, 'Quantum-Inspired Genetic Algorithm for Resource-Constrained Project-Scheduling', IEEE Access, http://dx.doi.org/10.1109/ACCESS.2021.3062790

Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Weighted pointwise prediction method for dynamic multiobjective optimization', Information Sciences, vol. 546, pp. 349 - 367, http://dx.doi.org/10.1016/j.ins.2020.08.015

Elfeky EZ; Elsayed S; Marsh L; Essam D; Cochrane M; Sims B; Sarker R, 2021, 'A Systematic Review of Coevolution in Real-Time Strategy Games', IEEE Access, vol. 9, pp. 136647 - 136665, http://dx.doi.org/10.1109/ACCESS.2021.3115768

Zaman F; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'An evolutionary approach for resource constrained project scheduling with uncertain changes', Computers and Operations Research, vol. 125, http://dx.doi.org/10.1016/j.cor.2020.105104

Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'Pro-Reactive Approach for Project Scheduling Under Unpredictable Disruptions', IEEE Transactions on Cybernetics, vol. PP, http://dx.doi.org/10.1109/TCYB.2021.3097312

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2020, 'Landscape-assisted multi-operator differential evolution for solving constrained optimization problems', Expert Systems with Applications, vol. 162, http://dx.doi.org/10.1016/j.eswa.2019.113033

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', 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2194 - 2201, http://dx.doi.org/10.1109/SSCI47803.2020.9308572

Sallam K; Elsayed S; Chakrabortty R; Ryan M, 2020, 'Evolutionary Framework with Reinforcement Learning-based Mutation Adaptation', IEEE Access, http://dx.doi.org/10.1109/ACCESS.2020.3033593

Zaman F; Elsayed S; Sarker R; Essam D, 2020, 'Hybrid evolutionary algorithm for large-scale project scheduling problems', Computers and Industrial Engineering, vol. 146, http://dx.doi.org/10.1016/j.cie.2020.106567

Elsayed S; Sarker R; Essam D; Coello Coello CA, 2020, 'Evolutionary approach for large-Scale mine scheduling', Information Sciences, vol. 523, pp. 77 - 90, http://dx.doi.org/10.1016/j.ins.2020.02.074

Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2020, 'Contribution based co-evolutionary algorithm for large-scale optimization problems', IEEE Access, vol. 8, pp. 203369 - 203381, http://dx.doi.org/10.1109/ACCESS.2020.3036438

Li K; Elsayed SM; Sarker R; Essam D, 2020, 'Landscape-based similarity check strategy for dynamic optimization problems', IEEE Access, vol. 8, pp. 178570 - 178586, http://dx.doi.org/10.1109/ACCESS.2020.3026339

Harrison KR; Elsayed S; Garanovich I; Weir T; Galister M; Boswell S; Taylor R; Sarker R, 2020, 'Portfolio Optimization for Defence Applications', IEEE Access, vol. 8, pp. 60152 - 60178, http://dx.doi.org/10.1109/ACCESS.2020.2983141

Zaman F; Elsayed SM; Sarker RA; Essam D, 2020, 'Resource Constrained Project Scheduling with Dynamic Disruption Recovery', IEEE Access, vol. 8, pp. 144866 - 144879, http://dx.doi.org/10.1109/ACCESS.2020.3014940

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass HA, 2020, 'The Limits of Reactive Shepherding Approaches for Swarm Guidance', IEEE Access, vol. 8, pp. 214658 - 214671, http://dx.doi.org/10.1109/ACCESS.2020.3037325

Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2019, 'Transfer learning-assisted multi-objective evolutionary clustering framework with decomposition for high-dimensional data', Information Sciences, vol. 505, pp. 440 - 456, http://dx.doi.org/10.1016/j.ins.2019.07.099

Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 2019, 'Multi-Method based algorithm for multi-objective problems under uncertainty', Information Sciences, vol. 481, pp. 81 - 109, http://dx.doi.org/10.1016/j.ins.2018.12.072

Liu C; Zhao Q; Yan B; Elsayed S; Ray T; Sarker R, 2019, 'Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization', IEEE Transactions on Evolutionary Computation, vol. 23, pp. 247 - 257, http://dx.doi.org/10.1109/TEVC.2018.2848254

Fernandez-Rojas R; Perry A; Singh H; Campbell B; Elsayed S; Hunjet R; Abbass HA, 2019, 'Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey', IEEE Access, vol. 7, pp. 33304 - 33328, http://dx.doi.org/10.1109/ACCESS.2019.2902812

Elsayed S; Sarker R; Coello CC; Ray T, 2018, 'Adaptation of operators and continuous control parameters in differential evolution for constrained optimization', Soft Computing, vol. 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, vol. 22, pp. 536 - 549, http://dx.doi.org/10.1109/TEVC.2017.2742502

Elsayed SM; Oumeraci H, 2018, 'Modelling and mitigation of storm-induced saltwater intrusion: Improvement of the resilience of coastal aquifers against marine floods by subsurface drainage', Environmental Modelling and Software, vol. 100, pp. 252 - 277, http://dx.doi.org/10.1016/j.envsoft.2017.11.030

Elsayed SM; Oumeraci H; Goseberg N, 2018, 'Erosion and breaching of coastal barriers in a changing climate: Associated processes and implication for contamination of coastal aquifers', Proceedings of the Coastal Engineering Conference, vol. 36, pp. 107 - 107, http://dx.doi.org/10.9753/icce.v36.papers.107

Elsayed S; Sarker R; Ray T; Coello CC, 2017, 'Consolidated optimization algorithm for resource-constrained project scheduling problems', Information Sciences, vol. 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, vol. 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, vol. 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, vol. 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, vol. 56, pp. 717 - 729, http://dx.doi.org/10.1016/j.asoc.2016.07.009

Elsayed SM; Oumeraci H, 2017, 'Effect of beach slope and grain-stabilization on coastal sediment transport: An attempt to overcome the erosion overestimation by XBeach', Coastal Engineering, vol. 121, pp. 179 - 196, http://dx.doi.org/10.1016/j.coastaleng.2016.12.009

Zaman F; Elsayed SM; Ray T; Sarker RA, 2017, 'Co-evolutionary approach for strategic bidding in competitive electricity markets', Applied Soft Computing Journal, vol. 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, vol. 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, vol. 53, pp. 105 - 125, http://dx.doi.org/10.1016/j.engappai.2016.04.001


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