Select Publications

Conference Papers

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

Abbass H;Essam D;Sarker R, 2012, 'The 2012 international joint conference on neural networks (IJCNN)', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2012.6252361

Soliman OS;Sarker RA;Zahir S, 2012, 'Fuzzy optimization of location decisions in supply chain management', in 2012 8th International Conference on Informatics and Systems, INFOS 2012

Elsayed SM;Sarker RA;Ray T, 2012, 'Parameters adaptation in differential evolution', in 2012 IEEE Congress on Evolutionary Computation, CEC 2012, http://dx.doi.org/10.1109/CEC.2012.6252931

Asafuddoula M;Ray T;Sarker R;Alam K, 2012, 'An adaptive constraint handling approach embedded MOEA/D', in 2012 IEEE Congress on Evolutionary Computation, CEC 2012, http://dx.doi.org/10.1109/CEC.2012.6252868

Sayed E;Essam D;Sarker R, 2012, 'Dependency Identification technique for large scale optimization problems', in 2012 IEEE Congress on Evolutionary Computation, CEC 2012, http://dx.doi.org/10.1109/CEC.2012.6256117

Hamza NM;Sarker RA;Essam DL, 2012, 'Differential evolution with a mix of constraint consenus methods for solving a real-world optimization problem', in 2012 IEEE Congress on Evolutionary Computation, CEC 2012, http://dx.doi.org/10.1109/CEC.2012.6252904

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, http://dx.doi.org/10.1109/CEC.2012.6256110

Asafuddoula M;Ray T;Sarker R, 2012, 'A differential evolution algorithm with constraint sequencing', in Proceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012, pp. 68 - 71, http://dx.doi.org/10.1109/GCIS.2012.95

Bui LT;Baker S;Bender A;Abbass HA;Barlow M;Saker R, 2011, 'A grid-based heuristic for two-dimensional packing problems', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, pp. 2329 - 2336, http://dx.doi.org/10.1109/CEC.2011.5949905

Asafuddoula M;Ray T;Sarker R, 2011, 'An adaptive differential evolution algorithm and its performance on real world optimization problems', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, pp. 1057 - 1062, http://dx.doi.org/10.1109/CEC.2011.5949734

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, http://dx.doi.org/10.1109/CEC.2011.5949732

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, http://dx.doi.org/10.1109/CEC.2011.5949731

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, http://dx.doi.org/10.1109/CEC.2011.5949945

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, http://dx.doi.org/10.1109/CEC.2011.5949709


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