Select Publications

Conference Papers

Kays HM E;Karim AN M;Hasan M;Sarker RA, 2018, 'Impact of Initial Level and Growth Rate in Multiplicative HW Model on Bullwhip Effect in a Supply Chain', in Sarker R;Abbass HA;Dunstall S;Kilby P;Davis R;Young L (eds.), DATA AND DECISION SCIENCES IN ACTION, SPRINGER INTERNATIONAL PUBLISHING AG, Univ New S Wales, Canberra Campus, Kensington, AUSTRALIA, pp. 357 - 368, presented at 24th Australian-Society-for-Operations-Research (ASOR) Conference, Univ New S Wales, Canberra Campus, Kensington, AUSTRALIA, 16 - 17 November 2016, http://dx.doi.org/10.1007/978-3-319-55914-8_26

Tran NN;Sarker R;Hu J, 2018, 'An approach for host-based intrusion detection system design using convolutional neural network', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, pp. 116 - 126, 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, pp. 492 - 497, 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, pp. 161 - 165, http://dx.doi.org/10.1109/CIAPP.2017.8167200

Abd Allah AM F M;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

Zaman F;Elsayed SM;Ray T;Sarker RA, 2017, '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 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, http://dx.doi.org/10.1007/978-3-319-49049-6_36

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, 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, 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, http://dx.doi.org/10.1109/ROPEC.2016.7830614

AbdAllah AM F M;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), pp. 216 - 227, http://dx.doi.org/10.1007/978-3-319-51691-2_19

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 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, 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

Abdallah AF M;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), pp. 258 - 269, 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), pp. 209 - 220, 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, Gold Coast, AUSTRALIA, 29 November - 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 - 12 November 2014, http://dx.doi.org/10.1007/978-3-319-13359-1_40

Chakrabortty RK;Sarker RA;Essam DL, 2015, 'Resource constrained project scheduling: A branch and cut approach', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering

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

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, http://dx.doi.org/10.1109/CEC.2015.7257194

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, http://dx.doi.org/10.1109/CEC.2015.7257231

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, 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 - 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

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, pp. 1367 - 1371, http://dx.doi.org/10.1109/IEEM.2014.7058862

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

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 NM;Essam DL;Sarker RA, 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, 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 AN M;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

Paul SK;Sarker R;Essam D, 2013, 'Production inventory model with disruption and reliability considerations', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, pp. 291 - 304

Rahman H;Sarker R;Essam D, 2013, 'Permutation Flow Shop Scheduling with dynamic job order arrival', in Proceedings of the 2013 IEEE Conference on Cybernetics and Intelligent Systems, CIS 2013, pp. 30 - 35, http://dx.doi.org/10.1109/ICCIS.2013.6751574

Asafuddoula M;Ray T;Sarker R, 2013, 'Evaluate till you violate: A differential evolution algorithm based on partial evaluation of the constraint set', in Proceedings of the 2013 IEEE Symposium on Differential Evolution, SDE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 31 - 37, http://dx.doi.org/10.1109/SDE.2013.6601439

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

Asafuddoula M;Ray T;Sarker R, 2013, 'An efficien constraint handling approach for optimization problems with limited feasibility and computationally expensive constraint evaluations', in GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion, pp. 113 - 114, http://dx.doi.org/10.1145/2464576.2464633

Asafuddoula M;Ray T;Sarker R, 2013, 'An Efficient Constraint Handling Approach for Optimization Problems with Limited Feasibility and Computationally Expensive Constraint Evaluations', in Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, ACM, Amsterdam, The Netherlands, pp. 113 - 114, presented at Genetic and evolutionary computation conference, Amsterdam, The Netherlands, 06 - 10 July 2013, http://dx.doi.org/10.1145/2470000/2464633/p113-asafuddoula.pdf?ip=129.94.181.204&id=2464633&acc=ACTIVE%20SERVICE&key=C2716FEBFA981EF141F8CF9C574B96982649914059E4E6A4&CFID=352091078&CFTOKEN=16779145&__acm__=1375766263_238cc55914e06e8d5159b66b24ae91c1

Abdallah AM F M;Essam DL;Sarker RA, 2013, 'Using a diversified genetic algorithm to solve dynamic vehicle routing problems', in IASTED Multiconferences - Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2013, pp. 9 - 14, http://dx.doi.org/10.2316/P.2013.793-009

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, http://dx.doi.org/10.1109/CEC.2013.6557896

Rahman HF;Sarker RA;Essam DL, 2013, 'A memetic algorithm for Permutation Flow Shop Problems', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, pp. 1618 - 1625, http://dx.doi.org/10.1109/CEC.2013.6557755

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, http://dx.doi.org/10.1109/CEC.2013.6557795

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, http://dx.doi.org/10.1109/CEC.2013.6557591


Back to profile page