By Professor Ruhul Sarker

Journal articles

Hamza N; Sarker R; Essam D, 2020, 'Sensitivity-Based Change Detection for Dynamic Constrained Optimization', IEEE Access, 8, pp. 103900 - 103912, http://dx.doi.org/10.1109/ACCESS.2020.2999161

Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2019, 'Transfer learning-assisted multi-objective evolutionary clustering framework with decomposition for high-dimensional data', Information Sciences, 505, pp. 440 - 456, http://dx.doi.org/10.1016/j.ins.2019.07.099

Akl AM; Sarker RA; Essam DL, 2019, 'Adaptive simulation budget allocation in Simulation assisted Differential Evolution algorithm', Applied Soft Computing Journal, 83, pp. 105678, http://dx.doi.org/10.1016/j.asoc.2019.105678

Paul SK; Sarker R; Essam D; Lee PTW, 2019, 'A mathematical modelling approach for managing sudden disturbances in a three-tier manufacturing supply chain', Annals of Operations Research, 280, pp. 299 - 335, http://dx.doi.org/10.1007/s10479-019-03251-w

Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC; Coello Coello C, 2019, 'Multi-Method based algorithm for multi-objective problems under uncertainty', Information Sciences, 481, pp. 81 - 109, http://dx.doi.org/10.1016/j.ins.2018.12.072

Liu C; Zhao Q; Yan B; Elsayed S; Ray T; Sarker R, 2019, 'Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization', IEEE Transactions on Evolutionary Computation, 23, pp. 247 - 257, http://dx.doi.org/10.1109/TEVC.2018.2848254

Siswanto N; Wiratno SE; Rusdiansyah A; Sarker R, 2019, 'Maritime inventory routing problem with multiple time windows', Journal of Industrial and Management Optimization, 15, pp. 1185 - 1211, http://dx.doi.org/10.3934/jimo.2018091

Samavati M; Essam D; Nehring M; Sarker R, 2018, 'A new methodology for the open-pit mine production scheduling problem', Omega (United Kingdom), 81, pp. 169 - 182, http://dx.doi.org/10.1016/j.omega.2017.10.008

Siswanto N; Kurniawati U; Latiffianti E; Rusdiansyah A; Sarker R, 2018, 'A Simulation study of sea transport based fertilizer product considering disruptive supply and congestion problems', Asian Journal of Shipping and Logistics, 34, pp. 269 - 278, http://dx.doi.org/10.1016/j.ajsl.2018.08.001

Paul SK; Sarker R; Essam D, 2018, 'A reactive mitigation approach for managing supply disruption in a three-tier supply chain', Journal of Intelligent Manufacturing, 29, pp. 1581 - 1597, http://dx.doi.org/10.1007/s10845-016-1200-7

Elsayed S; Sarker R; Coello CC; Ray T; Coello Coello C, 2018, 'Adaptation of operators and continuous control parameters in differential evolution for constrained optimization', Soft Computing, 22, pp. 6595 - 6616, http://dx.doi.org/10.1007/s00500-017-2712-6

Zaman F; Elsayed SM; Ray T; Sarker RA, 2018, 'Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets', IEEE Transactions on Evolutionary Computation, 22, pp. 536 - 549, http://dx.doi.org/10.1109/TEVC.2017.2742502

Rahman HF; Sarker R; Essam D; Rahman MHF, 2018, 'Multiple-order permutation flow shop scheduling under process interruptions', International Journal of Advanced Manufacturing Technology, 97, pp. 2781 - 2808, http://dx.doi.org/10.1007/s00170-018-2146-z

Sarker R, 2018, 'Near-optimal heuristics for just-in-time jobs maximization in flow shop scheduling', Algorithms, 11, http://dx.doi.org/10.3390/a11040043

Chakrabortty RK; Sarker RA; Essam DL, 2018, 'Single mode resource constrained project scheduling with unreliable resources', Operational Research, 20, pp. 1 - 35, http://dx.doi.org/10.1007/s12351-018-0380-7

Siswanto N; Wiratno SE; Rusdiansyah A; Sarker R, 2018, 'Maritime inventory routing problem with multiple time windows', JCO Precision Oncology, pp. 1 - 6, http://dx.doi.org/10.1200/PO.18.00085

Elsayed S; Sarker R; Ray T; Coello CC; Coello Coello C, 2017, 'Consolidated optimization algorithm for resource-constrained project scheduling problems', Information Sciences, 418-419, pp. 346 - 362, http://dx.doi.org/10.1016/j.ins.2017.08.023

Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Landscape-based adaptive operator selection mechanism for differential evolution', Information Sciences, 418-419, pp. 383 - 404, http://dx.doi.org/10.1016/j.ins.2017.08.028

Elsayed S; Sarker R; Coello Coello CA, 2017, 'Fuzzy Rule-Based Design of Evolutionary Algorithm for Optimization', IEEE Transactions on Cybernetics, 49, pp. 301 - 314, http://dx.doi.org/10.1109/TCYB.2017.2772849

Samavati M; Essam D; Nehring M; Sarker R, 2017, 'A methodology for the large-scale multi-period precedence-constrained knapsack problem: an application in the mining industry', International Journal of Production Economics, 193, pp. 12 - 20, http://dx.doi.org/10.1016/j.ijpe.2017.06.025

Sallam KM; Sarker RA; Essam DL, 2017, 'Reduced search space mechanism for solving constrained optimization problems', Engineering Applications of Artificial Intelligence, 65, pp. 147 - 158, http://dx.doi.org/10.1016/j.engappai.2017.07.018

Chakrabortty RK; Sarker RA; Essam DL, 2017, 'Resource constrained project scheduling with uncertain activity durations', Computers and Industrial Engineering, 112, pp. 537 - 550, http://dx.doi.org/10.1016/j.cie.2016.12.040

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

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, 56, pp. 717 - 729, http://dx.doi.org/10.1016/j.asoc.2016.07.009

AbdAllah AMFM; Essam DL; Sarker RA, 2017, 'On solving periodic re-optimization dynamic vehicle routing problems', Applied Soft Computing Journal, 55, pp. 1 - 12, http://dx.doi.org/10.1016/j.asoc.2017.01.047

Paul SK; Sarker R; Essam D, 2017, 'A quantitative model for disruption mitigation in a supply chain', European Journal of Operational Research, 257, pp. 881 - 895, http://dx.doi.org/10.1016/j.ejor.2016.08.035

Samavati M; Essam D; Nehring M; Sarker R, 2017, 'A local branching heuristic for the open pit mine production scheduling problem', European Journal of Operational Research, 257, pp. 261 - 271, http://dx.doi.org/10.1016/j.ejor.2016.07.004

Rahman HF; Sarker R; Essam D, 2017, 'A genetic algorithm for permutation flowshop scheduling under practical make-to-order production system', Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM, 31, pp. 87 - 103, http://dx.doi.org/10.1017/S0890060416000196

Zaman F; Elsayed SM; Ray T; Sarker RA, 2017, 'Co-evolutionary approach for strategic bidding in competitive electricity markets', Applied Soft Computing Journal, 51, pp. 1 - 22, http://dx.doi.org/10.1016/j.asoc.2016.11.049

Zaman F; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary algorithms for power generation planning with uncertain renewable energy', Energy, 112, pp. 408 - 419, http://dx.doi.org/10.1016/j.energy.2016.06.083

Zaman MF; Elsayed ; Ray ; Sarker , 2016, 'Configuring two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems', Engineering Applications of Artificial Intelligence, 53, pp. 105 - 125, http://dx.doi.org/10.1016/j.engappai.2016.04.001

Paul SK; Sarker R; Essam D, 2016, 'Managing risk and disruption in production-inventory and supply chain systems: a review', Journal of Industrial and Management Optimization, 12, pp. 1009 - 1029, http://dx.doi.org/10.3934/jimo.2016.12.1009

Hamza NM; Essam DL; Sarker RA, 2016, 'Constraint Consensus Mutation-Based Differential Evolution for Constrained Optimization', IEEE Transactions on Evolutionary Computation, 20, pp. 447 - 459, http://dx.doi.org/10.1109/TEVC.2015.2477402

Chakrabortty RK; Sarker RA; Essam DL, 2016, 'Multi-mode resource constrained project scheduling under resource disruptions', Computers and Chemical Engineering, 88, pp. 13 - 29, http://dx.doi.org/10.1016/j.compchemeng.2016.01.004

Elsayed S; Sarker R, 2016, 'Differential evolution framework for big data optimization', Memetic Computing, 8, pp. 17 - 33, http://dx.doi.org/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, 31, pp. 1486 - 1495, http://dx.doi.org/10.1109/TPWRS.2015.2428714

Hishamuddin H; Sarker R; Essam D, 2016, 'An inventory recovery model for an economic lot sizing problem with disruption', Jurnal Teknologi, 78, pp. 143 - 148, http://dx.doi.org/10.11113/jt.v78.9162

Jha PC; Aggarwal S; Gupta A; Sarker R, 2016, 'Multi-criteria media mix decision model for advertising a single product with segment specific and mass media', Journal of Industrial and Management Optimization, 12, pp. 1367 - 1389, http://dx.doi.org/10.3934/jimo.2016.12.1367

Sarker R; Elsayed S, 2015, 'Evolutionary algorithm for analyzing higher degree research student recruitment and completion', Cogent Engineering, 2, http://dx.doi.org/10.1080/23311916.2015.1063760

Rahman HF; Sarker R; Essam D, 2015, 'A genetic algorithm for permutation flow shop scheduling under make to stock production system', Computers and Industrial Engineering, 90, pp. 12 - 24, http://dx.doi.org/10.1016/j.cie.2015.08.006

Rahman HF; Sarker R; Essam D, 2015, 'A real-time order acceptance and scheduling approach for permutation flow shop problems', European Journal of Operational Research, 247, pp. 488 - 503, http://dx.doi.org/10.1016/j.ejor.2015.06.018

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, 14, http://dx.doi.org/10.1142/S146902681550025X

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

Omar M; Sarker R, 2015, 'An optimal policy for a just-in-time integrated manufacturing system for time-varying demand process', Applied Mathematical Modelling, 39, pp. 5327 - 5329, http://dx.doi.org/10.1016/j.apm.2015.03.041

Chakrabortty RK; Hasin MAA; Sarker RA; Essam DL, 2015, 'A possibilistic environment based particle swarm optimization for aggregate production planning', Computers and Industrial Engineering, 88, pp. 366 - 377, http://dx.doi.org/10.1016/j.cie.2015.07.021

Asafuddoula M; Ray T; Sarker R, 2015, 'A differential evolution algorithm with constraint sequencing: An efficient approach for problems with inequality constraints', Applied Soft Computing Journal, 36, pp. 101 - 113, http://dx.doi.org/10.1016/j.asoc.2015.07.007

Sarker R; Essam D; Hasan SMK; Karim ANM, 2015, 'Managing risk in production scheduling under uncertain disruption', Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM, http://dx.doi.org/10.1017/S0890060415000323

Asafuddoula M; Ray T; Sarker R, 2015, 'A decomposition-based evolutionary algorithm for many objective optimization', IEEE Transactions on Evolutionary Computation, 19, pp. 445 - 460, http://dx.doi.org/10.1109/TEVC.2014.2339823

Paul SK; Sarker R; Essam D, 2015, 'A disruption recovery plan in a three-stage production-inventory system', Computers and Operations Research, 57, pp. 60 - 72, http://dx.doi.org/10.1016/j.cor.2014.12.003

Asafuddoula M; Ray T; Sarker R, 2015, 'An Improved Self-Adaptive Constraint Sequencing approach for constrained optimization problems', Applied Mathematics and Computation, 253, pp. 23 - 39, http://dx.doi.org/10.1016/j.amc.2014.12.032

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