## Book Chapters

Elsayed S; Zaman MF; Sarker R, 2016, 'Automated Differential Evolution for Solving Dynamic Economic Dispatch Problems', in Lavangnananda K; PhonAmnuaisuk S; Engchuan W; Chan JH (ed.), *INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2015*, edn. Proceedings in Adaptation Learning and Optimization, SPRINGER INT PUBLISHING AG, King Mongkuts Univ Technol Thonburi, Sch Informat Technol, Bangkok, THAILAND, pp. 357 - 369, 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, 10.1007/978-3-319-13359-1

## Journal articles

Elsayed S; Sarker R; Coello Coello CA, 2019, 'Fuzzy rule-based design of evolutionary algorithm for optimization', *IEEE Transactions on Cybernetics*, vol. 49, pp. 301 - 314, 10.1109/TCYB.2017.2772849

Zaman F; Elsayed SM; Sarker R; Essam D; Coello Coello CA, 2019, 'Multi-Method based algorithm for multi-objective problems under uncertainty', *Information Sciences*, vol. 481, pp. 81 - 109, 10.1016/j.ins.2018.12.072

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, 10.1007/s00500-017-2712-6

Zaman F; Elsayed SM; Ray T; Sarkerr RA, 2018, 'Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets', *IEEE Transactions on Evolutionary Computation*, vol. 22, pp. 536 - 549, 10.1109/TEVC.2017.2742502

Liu C; Zhao Q; Yan B; Elsayed S; Ray T; Sarker R, 2018, 'Adaptive Sorting-based Evolutionary Algorithm for Many-Objective Optimization', *IEEE Transactions on Evolutionary Computation*, 10.1109/TEVC.2018.2848254

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, 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*, vol. 51, pp. 1 - 22, 10.1016/j.asoc.2016.11.049

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

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, 10.1016/j.ins.2017.08.028

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, 10.1016/j.ins.2017.08.023

Elsayed S; Sarker R, 2016, 'Differential evolution framework for big data optimization', *Memetic Computing*, pp. 1 - 17, 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*, vol. 31, pp. 1486 - 1495, 10.1109/TPWRS.2015.2428714

Zaman F; Elsayed SM; Ray T; Sarker RA, 2016, 'Configuring two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems', *Engineering Applications of Artificial Intelligence*, vol. 53, pp. 105 - 125, 10.1016/j.engappai.2016.04.001

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, 10.1016/j.energy.2016.06.083

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

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

Mabrok MA; Elsayed S; Ryan MJ, 2015, 'Mathematical framework for recursive model-based system design', *Nonlinear Dynamics*, 10.1007/s11071-015-2418-1

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*, vol. 14, 10.1142/S146902681550025X

Sarker R; Elsayed S, 2015, 'Evolutionary algorithm for analyzing higher degree research student recruitment and completion', *Cogent Engineering*, vol. 2, 10.1080/23311916.2015.1063760

Elsayed SM; Sarker RA; Mezura-Montes E, 2014, 'Self-adaptive mix of particle swarm methodologies for constrained optimization', *Information Sciences*, 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*, vol. 241, pp. 267 - 282, 10.1016/j.amc.2014.05.018

Hamza NM; Sarker RA; Essam DL; Deb K; Elsayed SM, 2014, 'A constraint consensus memetic algorithm for solving constrained optimization problems', *Engineering Optimization*, vol. 46, pp. 1447 - 1464, 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*, vol. 18, pp. 689 - 707, 10.1109/TEVC.2013.2281528

Marchi A; Salomons E; Ostfeld A; Kapelan Z; Simpson AR; Zecchin AC; Maier HR; Wu ZY; Elsayed SM; Song Y, 2014, 'Battle of the Water Networks II', *Journal of Water Resources Planning and Management*, vol. 140, 10.1061/(ASCE)WR.1943-5452.0000378

Elsayed SM; Sarker RA; Essam DL, 2013, 'Self-adaptive differential evolution incorporating a heuristic mixing of operators', *Computational Optimization and Applications*, vol. 54, pp. 771 - 790, 10.1007/s10589-012-9493-8

Elsayed SM; Sarker RA; Essam DL, 2013, 'An improved self-adaptive differential evolution algorithm for optimization problems', *IEEE Transactions on Industrial Informatics*, vol. 9, pp. 89 - 99, 10.1109/TII.2012.2198658

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

Elsayed SM; Sarker RA; Essam DL, 2013, 'A new genetic algorithm for solving optimization problems', *Engineering Applications of Artificial Intelligence*, 10.1016/j.engappai.2013.09.013

Elsayed SM; Sarker RA; Essam DL, 2012, 'The influence of the number of initial feasible solutions on the performance of an evolutionary optimization algorithm', *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, vol. 7673 LNCS, pp. 1 - 11, 10.1007/978-3-642-34859-4_1

Elsayed SM; Sarker RA; Essam DL, 2012, 'On an evolutionary approach for constrained optimization problem solving', *Applied Soft Computing Journal*, vol. 12, pp. 3208 - 3227, 10.1016/j.asoc.2012.05.013

Elsayed SM; Sarker RA; Essam DL, 2011, 'Multi-operator based evolutionary algorithms for solving constrained optimization problems', *Computers and Operations Research*, vol. 38, pp. 1877 - 1896, 10.1016/j.cor.2011.03.003

Elsayed SM; Sarker RA; Essam DL, 2010, 'A three-strategy based differential evolution algorithm for constrained optimization', *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, vol. 6443 LNCS, pp. 585 - 592, 10.1007/978-3-642-17537-4_71

Elsayed SM; Sarker RA; Essam DL, 2010, 'A comparative study of different variants of genetic algorithms for constrained optimization', *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, vol. 6457 LNCS, pp. 177 - 186, 10.1007/978-3-642-17298-4_18

## Conference Papers

Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2019, 'An Improved Multi-Objective Evolutionary Approach for Clustering High-Dimensional Data', in *Proceedings - 5th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2018*, pp. 184 - 190, presented at , 10.1109/BDCAT.2018.00030

Meselhi MA; Elsayed SM; Essam DL; Sarker RA, 2018, 'Fast differential evolution for big optimization', in *International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA*, presented at , 10.1109/SKIMA.2017.8294137

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*, presented at , 10.1109/CEC.2018.8477756

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*, presented at , 10.1109/CEC.2018.8477900

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*, presented at , 10.1109/CEC.2018.8477759

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*, pp. 217 - 224, presented at

Zamanl 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*, presented at

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*, presented at

Aguilar-Justo AE; Mezura-Montes E; Elsayed SM; Sarker RA, 2017, 'Decomposition of large-scale constrained problems using a genetic-based search', in *2016 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2016*, presented at , 10.1109/ROPEC.2016.7830614

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Two-phase differential evolution framework for solving optimization problems', in *2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016*, presented at , 10.1109/SSCI.2016.7850258

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*, pp. 1350 - 1357, presented at , 10.1109/CEC.2017.7969461

Zaman F; Elsayed SM; Ray T; Sarker RA, (eds.), 2017, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in *INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2016*, SPRINGER INT PUBLISHING AG, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, AUSTRALIA, pp. 495 - 508, presented at 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, AUSTRALIA, 01 November 2016, 10.1007/978-3-319-49049-6_36

Elsayed SM; Sarker R, 2016, 'Dynamic configuration of differential evolution control parameters and operators', in *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, pp. 78 - 88, presented at , 10.1007/978-3-319-28270-1_7

Ali IM; Elsayed SM; Ray T; Sarker RA, 2016, 'A differential evolution algorithm for solving resource constrained project scheduling problems', in *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, pp. 209 - 220, presented at , 10.1007/978-3-319-28270-1_18

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'A double action genetic algorithm for scheduling the wind-thermal generators', in *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, pp. 258 - 269, presented at , 10.1007/978-3-319-28270-1_22

Debie E; Elsayed SM; Essam DL; Sarker RA, 2016, 'Investigating multi-operator differential evolution for feature selection', in *Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)*, pp. 273 - 284, presented at , 10.1007/978-3-319-28270-1_23

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'A co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers', in *2016 IEEE Congress on Evolutionary Computation, CEC 2016*, pp. 3507 - 3514, presented at , 10.1109/CEC.2016.7744234

Elsayed S; Sarker R; Coello CC, 2016, 'Enhanced multi-operator differential evolution for constrained optimization', in *2016 IEEE Congress on Evolutionary Computation, CEC 2016*, pp. 4191 - 4198, presented at , 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*, pp. 2966 - 2973, presented at , 10.1109/CEC.2016.7744164

elsayed; sarker; Elsayed SM, 2015, 'An Adaptive Configuration of Differential Evolution Algorithms for Big Data', in *An Adaptive Configuration of Differential Evolution Algorithms for Big Data*, IEEE Congress on Evolutionary Computation, Sendai, Japan, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 - 28 May 2015

Sallam KM; Sarker RA; Essam DL; Elsayed SM, 2015, 'Neurodynamic differential evolution algorithm and solving CEC2015 competition problems', in *2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings*, pp. 1033 - 1040, presented at , 10.1109/CEC.2015.7257003

Ali IM; Elsayed SM; Ray T; Sarker RA, 2015, 'Memetic algorithm for solving resource constrained project scheduling problems', in *2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings*, pp. 2761 - 2767, presented at , 10.1109/CEC.2015.7257231

Elsayed S; Sarker R; Slay J, 2015, 'Evaluating the performance of a differential evolution algorithm in anomaly detection', in *2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings*, pp. 2490 - 2497, presented at , 10.1109/CEC.2015.7257194

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2015, 'An evolutionary approach for scheduling solar-thermal power generation system', in *Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering*, presented at

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, presented at , 10.1109/CEC.2014.6900237

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, presented at , 10.1109/CEC.2014.6900459

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, presented at , 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, presented at , 10.1109/CEC.2014.6900308

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, presented at , 10.1109/CEC.2014.6900351

Elsayed SM; Sarker RA; Essam DL, 2013, 'A genetic algorithm for solving the CEC'2013 competition problems on real-parameter optimization', in *2013 IEEE Congress on Evolutionary Computation, CEC 2013*, pp. 356 - 360, presented at , 10.1109/CEC.2013.6557591

Elsayed SM; Sarker RA; Ray T, 2013, 'Differential evolution with automatic parameter configuration for solving the CEC2013 competition on Real-Parameter Optimization', in *2013 IEEE Congress on Evolutionary Computation, CEC 2013*, pp. 1932 - 1937, presented at , 10.1109/CEC.2013.6557795

Elsayed SM; Sarker RA; Mezura-Montes E, 2013, 'Particle swarm optimizer for constrained optimization', in *2013 IEEE Congress on Evolutionary Computation, CEC 2013*, pp. 2703 - 2711, presented at , 10.1109/CEC.2013.6557896

Elsayed; Sarker R, 2013, 'Differential Evolution with Automatic Population Injection Scheme', in *2013 IEEE Symposium on Differential Evolution (SDE 2013)*, IEEE, Singapore, pp. 1 - 8, presented at 2013 IEEE Symposium on Differential Evolution, Singapore, 16 - 19 April 2013

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, presented at , 10.1109/SDE.2013.6601450

Elsayed SM; Sarker RA; Essam DL, 2012, 'Memetic multi-topology particle swarm optimizer for constrained optimization', in *2012 IEEE Congress on Evolutionary Computation, CEC 2012*, presented at , 10.1109/CEC.2012.6256110

Elsayed SM; Sarker RA; Ray T, 2012, 'Parameters adaptation in differential evolution', in *2012 IEEE Congress on Evolutionary Computation, CEC 2012*, presented at , 10.1109/CEC.2012.6252931

Elsayed SM; Sarker RA; Essam DL, 2011, 'Improved genetic algorithm for constrained optimization', in *Proceedings - ICCES'2011: 2011 International Conference on Computer Engineering and Systems*, pp. 111 - 115, presented at , 10.1109/ICCES.2011.6141022

Elsayed SM; Sarker RA; Essam DL, 2011, 'GA with a new multi-parent crossover for constrained optimization', in *2011 IEEE Congress of Evolutionary Computation, CEC 2011*, pp. 857 - 864, presented at , 10.1109/CEC.2011.5949708

Hamza NM; Elsayed SM; Essam DL; Sarker RA, 2011, 'Differential evolution combined with constraint consensus for constrained optimization', in *2011 IEEE Congress of Evolutionary Computation, CEC 2011*, pp. 865 - 872, presented at , 10.1109/CEC.2011.5949709

Elsayed SM; Sarker RA; Essam DL, 2011, 'Integrated strategies differential evolution algorithm with a local search for constrained optimization', in *2011 IEEE Congress of Evolutionary Computation, CEC 2011*, pp. 2618 - 2625, presented at , 10.1109/CEC.2011.5949945

Elsayed SM; Sarker RA; Essam DL, 2011, 'GA with a new multi-parent crossover for solving IEEE-CEC2011 competition problems', in *2011 IEEE Congress of Evolutionary Computation, CEC 2011*, pp. 1034 - 1040, presented at , 10.1109/CEC.2011.5949731

Elsayed SM; Sarker RA; Essam DL, 2011, 'Differential evolution with multiple strategies for solving CEC2011 real-world numerical optimization problems', in *2011 IEEE Congress of Evolutionary Computation, CEC 2011*, pp. 1041 - 1048, presented at , 10.1109/CEC.2011.5949732