Select Publications

Conference Papers

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, pp. 2268 - 2275, 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, pp. 403 - 410, 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, pp. 3022 - 3029, http://dx.doi.org/10.1109/CEC.2019.8790303

Akl A; Sarker R; Essam D, 2019, 'A Study of Robustness in Evolutionary Simulation Optimization Algorithm', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 2806 - 2813, http://dx.doi.org/10.1109/SMC.2018.00478

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, http://dx.doi.org/10.1109/BDCAT.2018.00030

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

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, '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

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

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, http://dx.doi.org/10.1109/CEC.2018.8477756

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, http://dx.doi.org/10.1109/SKIMA.2017.8294137

Tran NN; Sarker R; Hu J, 2018, 'An approach for host-based intrusion detection system design using convolutional neural network', in Hu J; Khalil I; Tari Z; Wen S (eds.), Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Springer, Melbourne, Australia, pp. 116 - 126, presented at 9th International Conference, MONAMI 2017, Melbourne, Australia, 13 December 2017 - 15 December 2017, http://dx.doi.org/10.1007/978-3-319-90775-8_10

Zaman F; Sarker R; Chang G, 2017, 'Dynamic scenario-based solution approach for scheduling solar-thermal generators', in 2017 2nd IEEE International Conference on Computational Intelligence and Applications, ICCIA 2017, Beijing, China, pp. 492 - 497, presented at 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), Beijing, China, 08 September 2017 - 11 September 2017, http://dx.doi.org/10.1109/CIAPP.2017.8167266

Akl AM; Sarker RA; Essam DL, 2017, 'Simulation optimization approach for solving stochastic programming', in 2017 2nd IEEE International Conference on Computational Intelligence and Applications, ICCIA 2017, Beijing, China, pp. 161 - 165, presented at 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), Beijing, China, 08 September 2017 - 11 September 2017, http://dx.doi.org/10.1109/CIAPP.2017.8167200

Abd Allah AMFM; Essam DL; Sarker RA, 2017, 'Genetic algorithms-based techniques for solving dynamic optimization problems with unknown active variables and boundaries', in COMPSE 2016 - 1st EAI International Conference on Computer Science and Engineering

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, 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, 2017, 'Two-phase differential evolution framework for solving optimization problems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, 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, 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, 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

AbdAllah AMFM; Essam DL; Sarker RA, 2017, 'Detectable genetic algorithms-based techniques for solving dynamic optimisation problem with unknown active variables', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 216 - 227, presented at Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_19

Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu G; Singh HK; Elsayed S (eds.), INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2016, Springer, 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, http://dx.doi.org/10.1007/978-3-319-49049-6_36

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, http://dx.doi.org/10.1109/CEC.2016.7744164

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, http://dx.doi.org/10.1109/CEC.2016.7744322

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, pp. 3507 - 3514, 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

Hishamuddin H; Sarker R; Essam D, 2016, 'Real-Time disruption management in a coordinated supply chain system with multiple suppliers', in ILS 2016 - 6th International Conference on Information Systems, Logistics and Supply Chain

Chakrabortty R; Sarker R; Essam D, 2016, 'Resource constrained project scheduling: A branch and cut approach', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering, Metz, France, presented at International Conference on Computers and Industrial Engineering, Metz, France, 08 November 2015 - 11 November 2015

Abdallah AFM; Essam DL; Sarker RA, 2016, 'Solving dynamic optimisation problems with known changeable boundaries', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 29 - 40, http://dx.doi.org/10.1007/978-3-319-28270-1_3

Hamza NM; Essam DL; Sarker RA, 2016, 'Exploring the feasible space using constraint consensus in solving constrained optimization problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 89 - 100, http://dx.doi.org/10.1007/978-3-319-28270-1_8

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, http://dx.doi.org/10.1007/978-3-319-28270-1_23

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), Canberra, ACT, Australia, pp. 258 - 269, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_22

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), Canberra, ACT, Australia, pp. 209 - 220, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_18

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, http://dx.doi.org/10.1007/978-3-319-28270-1_7

lakshika E; Barlow M; Sarker R; Gaidow S, 2015, 'Analysing Truck-Trailer-Flatrack Mix for a Given Road Network with Known Supply and Demand', in Weber T; McPhee MJ; Anderssen RS (eds.), 21ST INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2015), MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC, Gold Coast, AUSTRALIA, pp. 910 - 916, presented at 21st International Congress on Modelling and Simulation (MODSIM) held jointly with the 23rd National Conference of the Australian-Society-for-Operations-Research / DSTO led Defence Operations Research Symposium (DORS, Gold Coast, AUSTRALIA, 29 November 2015 - 04 December 2015, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000410535400129&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Elsayed S; Sarker R, 2015, 'Evolving the Parameters of Differential Evolution Using Evolutionary Algorithms', in Handa H; Ishibuchi H; Ong YS; Tan KC (eds.), PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 1, SPRINGER INT PUBLISHING AG, Singapore, SINGAPORE, pp. 523 - 534, presented at 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Singapore, SINGAPORE, 10 November 2014 - 12 November 2014, http://dx.doi.org/10.1007/978-3-319-13359-1_40

Zaman MF; Elsayed S; Ray T; Sarker R, 2015, 'An Evolutionary Approach for Scheduling Solar-thermal Power Generation System', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering, 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

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, 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

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, pp. 2761 - 2767, 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,, 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 ; 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 May 2015 - 28 May 2015

Hishamuddiin H; Sarker R; Essam D, 2015, 'A simulation model of a three echelon supply chain system with multiple suppliers subject to supply and transportation disruptions', in IFAC-PapersOnLine, pp. 2036 - 2040, http://dx.doi.org/10.1016/j.ifacol.2015.06.388

Paul SK; Sarker ; Essam D, 2014, 'Managing supply disruption in a three-tier supply chain with multiple suppliers and retailers', in Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on, pp. 194 - 198, presented at IEEE International Conference on Industrial Engineering and Engineering Management, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.1109/IEEM.2014.7058627

Zaman F; Sarker RA; Ray T, 2014, 'Solving an economic and environmental dispatch problem using evolutionary algorithm', in IEEE International Conference on Industrial Engineering and Engineering Management, Malaysia, pp. 1367 - 1371, presented at IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2014, Malaysia, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.1109/IEEM.2014.7058862

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

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

Hamza ; Essam ; Sarker , 2014, 'Differential evolution with a constraint consensus mutation for solving optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 991 - 997, presented at 2014 IEEE Congress on Evolutionary Computation (CEC), 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900474

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

Rahman HF; Sarker RA; Essam DL; Chang G, 2014, 'A memetic algorithm for solving permutation flow shop problems with known and unknown machine breakdowns', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 42 - 49, http://dx.doi.org/10.1109/CEC.2014.6900242

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; 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

Abdesselam M; Karim ANM; Emrul Kays HM; Sarker RA, 2014, 'Forecasting demand: Development of a fuzzy growth adjusted holt-winters approach', in Advanced Materials Research, pp. 402 - 407, http://dx.doi.org/10.4028/www.scientific.net/AMR.903.402


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