Select Publications

Conference Papers

Sarfaraz A; Chakrabortty RK; Essam DL, 2022, 'Towards a Scalable Permissioned Blockchain Framework for Supply Chain Management', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 960 - 964, http://dx.doi.org/10.1109/IEEM55944.2022.9989965

Islam T; Elsayed S; Essam D; Sarker R, 2021, 'A Comparative Study of Different Forecasting Models for Energy Demand Forecasting', in Smart Innovation, Systems and Technologies, Tekkali, India, pp. 553 - 564, presented at 6th International Conference on Computational Intelligence in Data Mining, Tekkali, India, 11 December 2021 - 12 December 2021, http://dx.doi.org/10.1007/978-981-16-9447-9_42

Liu L; Essam D; Lynar T, 2021, 'On quantifying the complexity of IoT traffic', in Proceedings - Conference on Local Computer Networks, LCN, pp. 379 - 382, http://dx.doi.org/10.1109/LCN52139.2021.9525007

Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Modular Analysis and Development of a Genetic Algorithm with Standardized Representation for Resource-Constrained Project Scheduling', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 612 - 619, http://dx.doi.org/10.1109/CEC45853.2021.9504950

Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2021, 'Parallel Evolutionary Algorithm for EEG Optimization Problems', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 2577 - 2584, http://dx.doi.org/10.1109/CEC45853.2021.9504925

Haque M; Paul SK; Sarker R; Essam D, 2020, 'Bi-objective multistage decentralized supply chain planning', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 766 - 770, http://dx.doi.org/10.1109/IEEM45057.2020.9309991

Hamza N; Sarker R; Essam D, 2020, 'Evolutionary Search from the Interior of Feasible Space', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 353 - 359, http://dx.doi.org/10.1109/SSCI47803.2020.9308193

Mahmud F; Zaman F; Sarker R; Essam D, 2020, 'Memetic Algorithm for Heterogeneous Project Scheduling Problems', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2778 - 2785, http://dx.doi.org/10.1109/SSCI47803.2020.9308318

Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2020, 'Towards a More Practically Sound Formulation of Dynamic Problems and Performance Evaluation of Dynamic Search Methods', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 1387 - 1394, http://dx.doi.org/10.1109/SSCI47803.2020.9308464

Hassanzadeh T; Essam D; Sarker R, 2020, 'Evolutionary Attention Network for Medical Image Segmentation', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2020 Digital Image Computing: Techniques and Applications (DICTA), 29 November 2020 - 02 December 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363425

Mahmud F; Zaman F; Sarker R; Essam D, 2020, 'Heuristic Embedded Genetic Algorithm for Heterogeneous Project Scheduling Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1 - 8, presented at 2020 IEEE Congress on Evolutionary Computation (CEC), ELECTR NETWORK, 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/CEC48606.2020.9185712

Hassanzadeh T; Essam D; Sarker R, 2020, 'EvoU-Net: An evolutionary deep fully convolutional neural network for medical image segmentation', in Proceedings of the ACM Symposium on Applied Computing, pp. 181 - 189, http://dx.doi.org/10.1145/3341105.3373856

Ali I; Essam D; Kasmarik K, 2020, 'Differential Evolution Algorithm for Multiple Inter-dependent Components Traveling Thief Problem', Glasgow, presented at IEEE CEC, Glasgow

Haque M; Paul SK; Sarker R; Essam D, 2019, 'Modeling decentralized supply chain with centralized and decentralized approaches', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, Beijing, China, presented at CIE49 Proceedings, October 18-21, 2019, Beihang University, Beijing, China, Beijing, China, 18 October 2019 - 21 October 2019

Ali IM; Essam D; Kasmarik K, 2019, 'New designs of k-means clustering and crossover operator for solving traveling salesman problems using evolutionary algorithms', in IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence, Vienna, Austria, pp. 123 - 130, presented at Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Vienna, Austria, 17 September 2019 - 19 September 2019, http://dx.doi.org/10.5220/0007940001230130

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, IEEE Xplore, Wellington, New Zealand, New Zealand, pp. 2268 - 2275, presented at Congress on Evolutionary Computation (CEC), Wellington, New Zealand, New Zealand, 10 June 2019 - 13 June 2019, 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, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 403 - 410, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, 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, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 3022 - 3029, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/CEC.2019.8790303

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, http://dx.doi.org/10.26190/unsworks/27002

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, http://dx.doi.org/10.26190/unsworks/27256

Akl A; Sarker R; Essam D, 2018, 'A Study of Robustness in Evolutionary Simulation Optimization Algorithm', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Institute of Electrical and Electronics Engineers (IEEE), JAPAN, IEEE Syst Man & Cybernet Soc, Miyazaki, pp. 2806 - 2813, presented at 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), JAPAN, IEEE Syst Man & Cybernet Soc, Miyazaki, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/smc.2018.00478

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

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

Mehmood K; Essam D; Shafi K, 2018, 'Sentiment analysis system for Roman Urdu', in Arai K; Kapoor S; Bhatia R (eds.), Advances in Intelligent Systems and Computing, Springer, Cham, London, pp. 29 - 42, presented at Computing Conference 2018, London, 10 July 2018 - 12 July 2018, http://dx.doi.org/10.1007/978-3-030-01174-1_3

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, Institute of Electrical and Electronics Engineers (IEEE), BRAZIL, Rio de Janeiro, pp. 1 - 8, presented at 2018 IEEE Congress on Evolutionary Computation (CEC), BRAZIL, Rio de Janeiro, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/CEC.2018.8477756

Tajvidi M; Essam D; Maher MJ, 2018, 'Deadline-constrained stochastic optimization of resource provisioning, for cloud users', in Muñoz VM; Ferguson D; Helfert M; Pahl C (eds.), CLOSER 2018 - Proceedings of the 8th International Conference on Cloud Computing and Services Science, SciTePress, Science and Technology Publications, Lda, Funchal, Madeira, Portugal, pp. 179 - 189, presented at 8th International Conference on Cloud Computing and Services Science :CLOSER 2018, Funchal, Madeira, Portugal, 19 March 2018 - 21 March 2018, http://dx.doi.org/10.5220/0006761401790189

Abdallah AFM; Essam DL; Sarker RA, 2018, 'Genetic algorithms-based techniques for solving dynamic optimization problems with unknown active variables and boundaries', in Studies in Computational Intelligence, pp. 151 - 166, http://dx.doi.org/10.1007/978-3-319-66984-7_9

Ali I; Kasmarik KE; Essam D, 2018, 'An Efficient Differential Evolution Algorithm for solving 0-1 Knapsack Problems', Brazil, presented at IEEE CEC, Brazil, -

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, Institute of Electrical and Electronics Engineers (IEEE), 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

Meselhi MA; Elsayed SM; Essam DL; Sarker RA, 2017, '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

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, Institute of Electrical and Electronics Engineers (IEEE), 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

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

Tajvidi M; Maher MJ; Essam D, 2017, 'Uncertainty-Aware optimization of resource provisioning, a cloud end-user perspective', in CLOSER 2017 - Proceedings of the 7th International Conference on Cloud Computing and Services Science, pp. 293 - 300, http://dx.doi.org/10.5220/0006234103210328

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2016, 'Two-phase differential evolution framework for solving optimization problems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Institute of Electrical and Electronics Engineers (IEEE), Athens, Greece, pp. 1 - 8, 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

Abd Allah AMFM; Essam DL; Sarker RA, 2016, '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, European Alliance for Innovation (EAI), Penang, Malaysia, presented at First EAI International Conference on Computer Science and Engineering, Penang, Malaysia, 11 November 2016 - 12 November 2016, http://dx.doi.org/10.4108/eai.27-2-2017.152266

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

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 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

Chakrabortty R; Sarker R; Essam D, 2015, '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

Sallam ; Sarker ; Essam ; Elsayed SM, 2015, 'Neurodynamic differential evolution algorithm and solving CEC2015 competition problems', in IEEE Congress on Evolutionary Computation,, Institute of Electrical and Electronics Engineers (IEEE), 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

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

Samavati M; Essam D; Nehring M; Sarker R, 2015, 'A new branching scheme for the open pit mine production scheduling problem', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering

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

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

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

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

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

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

Rahman MH; Sarker R; Essam D, 2013, 'Permutation Flow Shop Scheduling with dynamic job order arrival', in Proceedings of the IEEE Conference on Cybernetics and Intelligent Systems (CIS) 2013, presented at IEEE Conference on Cybernetics and Intelligent Systems (CIS), 12 November 2013 - 15 November 2013, http://dx.doi.org/10.1109/ICCIS.2013.6751574


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