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Dr Daryl Essam
Senior Lecturer

Dr Daryl Essam

UNSW Canberra
School of Systems & Computing

Research Experience

  • Fractal Image Generation and Compression
  • Artificial Intelligence, particularly Genetic Programming
  • Game Playing
  • Complex Adaptive Systems
  • Operations Research & Optimisation


Teaching Experience

  • Computer Languages and Algorithms
  • Intro to Programming (Java)

Administration Duties

  • PGC (IT, Cyber, EE)

 
Phone
+61 2 5114 5146
E-mail
d.essam@adfa.edu.au
Location
Building 15 Room 216 School of Engineering and Information Technology, The University of New South Wales, Australian Defence Force Academy, PO Box 7916, Canberra BC ACT 2610, AUSTRALIA
  • Book Chapters | 2023
    Mara STW; Elsayed S; Essam D; Sarker R, 2023, 'Vehicle Routing Problem for an Integrated Electric Vehicles and Drones System', in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Springer Nature Switzerland, pp. 197 - 214, http://dx.doi.org/10.1007/978-3-031-30855-0_14
    Book Chapters | 2022
    Ahrari A; Essam D, 2022, 'An Introduction to Evolutionary and Memetic Algorithms for Parameter Optimization', in Adaptation, Learning, and Optimization, pp. 37 - 63, http://dx.doi.org/10.1007/978-3-030-88315-7_3
    Book Chapters | 2018
    Chakrabortty R; Sarker R; Essam D, 2018, 'A Comparative Study of Different Integer Linear Programming Approaches for Resource-Constrained Project Scheduling Problems', in Data and Decision Sciences in Action, Lecture Notes in Management and Industrial Engineering, Springer, Cham, pp. 227 - 242, http://dx.doi.org/10.1007/978-3-319-55914-8_17
    Book Chapters | 2018
    Samavati M; Essam DL; Nehring M; Sarker R, 2018, 'Open-Pit Mine Production Planning and Scheduling: A Research Agenda', in Sarker R; Abbass HA; Dunstall S; Kilby P; Davis R; Young L (ed.), Lecture Notes in Management and Industrial Engineering, SPRINGER INTERNATIONAL PUBLISHING AG, pp. 221 - 226, http://dx.doi.org/10.1007/978-3-319-55914-8_16
    Book Chapters | 2017
    Chakrabortty RK; Sarker ; Essam , 2017, 'Resource Constrained Multi-project Scheduling: A Priority Rule Based Evolutionary Local Search Approach', in Intelligent and Evolutionary Systems, edn. Proceedings in Adaptation, Learning and Optimization, vol 8., Springer, Canberra, Australia, pp. 75 - 86, http://dx.doi.org/10.1007/978-3-319-49049-6_6
    Book Chapters | 2016
    Sallam K; Elsayed S; Sarker R; Essam D, 2016, 'Differential evolution with landscape-based operator selection for solving numerical optimization problems', in Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, pp. 371 - 387, https://link.springer.com/content/pdf/10.1007%2F978-3-319-49049-6.pdf
    Book Chapters | 2010
    Bui LT; Essam D; Abbass HA, 2010, 'The Role of Explicit Niching and Communication Messages in Distributed Evolutionary Multi-objective Optimization', in Vega FFD; Cantú-Paz E (ed.), Parallel and Distributed Computational Intelligence, edn. Studies in Computational Intelligence, Springer, pp. 181 - 206, http://dx.doi.org/10.1007/978-3-642-10675-0
    Book Chapters | 2009
    Hasan SM; Sarker R; Essam D; Cornforth DJ, 2009, 'A Genetic Algorithm with Priority Rules for Solving Job-Shop Scheduling Problems', in Chiong R; Dhakal S (ed.), Natural Intelligence for Scheduling, Planning and Packing Problems, edn. Studies in Computational Intelligence, Springer, Berlin / Heidelberg, pp. 55 - 88, http://dx.doi.org/10.1007/978-3-642-04039-9_3
    Book Chapters | 2006
    Abbass HA; Essam D, 2006, 'Chapter I: All Hazards Analysis: A Complexity Perspective', in Abbass H; Essam D (ed.), Applications of Information Systems to Homeland Security and Defense, edn. Original, Idea Group Publishing, Hershey PA, USA: London, UK, pp. 1 - 16
    Book Chapters | 2005
    Bui LT; Abbass HA; Essam D, 2005, 'Cooperative Coevolution of Genotype-Phenotype Mappings to Solve Epistatic Optimization Problems', in Abbass HA; Bossmaier T; Wiles J (ed.), Recent Advances in Artificial Life - Advances in Natural Computation - Vol. 3, edn. Original, World Scientific Publishing, Singapore, pp. 29 - 42, http://dx.doi.org/10.1142/9789812701497_0003
    Book Chapters | 2005
    Essam D; Abbass HA, 2005, 'All hazards analysis: A complexity perspective', in Applications of Information Systems to Homeland Security and Defense, pp. 1 - 16, http://dx.doi.org/10.4018/978-1-59140-640-2.ch001
    Book Chapters | 2004
    Mckay RI; Essam D; Nguyen XH, 2004, 'Finding Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming', in Abraham A; Jain LC; van Der Zwaag BJ (ed.), Innovations in Intelligent Systems, edn. Original, Springer-Verlag, Heidelberg, pp. 221 - 234
  • Edited Books | 2006
    abbass ; essam , (ed.), 2006, Applications of Information Systems to Homeland Security And Defense, Igi Global, http://dx.doi.org/10.4018/978-1-59140-640-2
  • Journal articles | 2023
    Hamza N; Sarker R; Essam D; Elsayed S, 2023, 'Evolutionary approach for dynamic constrained optimization problems', Alexandria Engineering Journal, 66, pp. 827 - 843, http://dx.doi.org/10.1016/j.aej.2022.10.072
    Journal articles | 2023
    Hassanzadeh T; Essam D; Sarker R, 2023, 'EEvoU-Net: An ensemble of evolutionary deep fully convolutional neural networks for medical image segmentation', Applied Soft Computing, 143, pp. 110405 - 110405, http://dx.doi.org/10.1016/j.asoc.2023.110405
    Journal articles | 2023
    Mara STW; Sarker R; Essam D; Elsayed S, 2023, 'Solving electric vehicle–drone routing problem using memetic algorithm', Swarm and Evolutionary Computation, 79, pp. 101295 - 101295, http://dx.doi.org/10.1016/j.swevo.2023.101295
    Journal articles | 2023
    Meselhi MA; Elsayed SM; Essam DL; Sarker RA, 2023, 'Modified Differential Evolution Algorithm for Solving Dynamic Optimization with Existence of Infeasible Environments', Computers, Materials and Continua, 74, http://dx.doi.org/10.32604/cmc.2023.027448
    Journal articles | 2023
    Sarfaraz A; Chakrabortty RK; Essam DL, 2023, 'AccessChain: An access control framework to protect data access in blockchain enabled supply chain', Future Generation Computer Systems, 148, pp. 380 - 394, http://dx.doi.org/10.1016/j.future.2023.06.009
    Journal articles | 2023
    Sarfaraz A; Chakrabortty RK; Essam DL, 2023, 'Reputation based proof of cooperation: an efficient and scalable consensus algorithm for supply chain applications', Journal of Ambient Intelligence and Humanized Computing, 14, pp. 7795 - 7811, http://dx.doi.org/10.1007/s12652-023-04592-y
    Journal articles | 2022
    Ahmed SS; Chakrabortty RK; Essam DL; Ding W, 2022, 'Poly-linear regression with augmented long short term memory neural network: Predicting time series data', Information Sciences, 606, pp. 573 - 600, http://dx.doi.org/10.1016/j.ins.2022.05.078
    Journal articles | 2022
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'PyDDRBG: A Python framework for benchmarking and evaluating static and dynamic multimodal optimization methods', SoftwareX, 17, http://dx.doi.org/10.1016/j.softx.2021.100961
    Journal articles | 2022
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'Revisiting Implicit and Explicit Averaging for Noisy Optimization', IEEE Transactions on Evolutionary Computation, pp. 1 - 1, http://dx.doi.org/10.1109/TEVC.2022.3201090
    Journal articles | 2022
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations', IEEE Transactions on Evolutionary Computation, 26, pp. 527 - 541, http://dx.doi.org/10.1109/TEVC.2021.3117116
    Journal articles | 2022
    Haque M; Paul SK; Sarker R; Essam D, 2022, 'A combined approach for modeling multi-echelon multi-period decentralized supply chain', Annals of Operations Research, 315, pp. 1665 - 1702, http://dx.doi.org/10.1007/s10479-021-04121-0
    Journal articles | 2022
    Hassanzadeh T; Essam D; Sarker R, 2022, 'EvoDCNN: An evolutionary deep convolutional neural network for image classification', Neurocomputing, 488, pp. 271 - 283, http://dx.doi.org/10.1016/j.neucom.2022.02.003
    Journal articles | 2022
    Liu L; Essam D; Lynar T, 2022, 'Complexity Measures for IoT Network Traffic', IEEE Internet of Things Journal, 9, pp. 25715 - 25735, http://dx.doi.org/10.1109/JIOT.2022.3197323
    Journal articles | 2022
    Meselhi M; Sarker R; Essam D; Elsayed S, 2022, 'A decomposition approach for large-scale non-separable optimization problems', Applied Soft Computing, 115, pp. 108168 - 108168, http://dx.doi.org/10.1016/j.asoc.2021.108168
    Journal articles | 2022
    Sarfaraz A; Chakrabortty RK; Essam DL, 2022, 'The implications of blockchain-coordinated information sharing within a supply chain: A simulation study', Blockchain Research and Applications, pp. 100110 - 100110, http://dx.doi.org/10.1016/j.bcra.2022.100110
    Journal articles | 2022
    Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 2022, 'Pro-Reactive Approach for Project Scheduling Under Unpredictable Disruptions', IEEE Transactions on Cybernetics, 52, pp. 11299 - 11312, http://dx.doi.org/10.1109/TCYB.2021.3097312
    Journal articles | 2021
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A Novel Parametric benchmark generator for dynamic multimodal optimization', Swarm and Evolutionary Computation, 65, pp. 100924 - 100924, http://dx.doi.org/10.1016/j.swevo.2021.100924
    Journal articles | 2021
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A heredity-based adaptive variation operator for reinitialization in dynamic multi-objective problems', Applied Soft Computing, 101, http://dx.doi.org/10.1016/j.asoc.2020.107027
    Journal articles | 2021
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization', IEEE Transactions on Evolutionary Computation, 25, pp. 463 - 477, http://dx.doi.org/10.1109/TEVC.2021.3051172
    Journal articles | 2021
    Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Weighted pointwise prediction method for dynamic multiobjective optimization', Information Sciences, 546, pp. 349 - 367, http://dx.doi.org/10.1016/j.ins.2020.08.015
    Journal articles | 2021
    Akl AM; Sarker RA; Essam DL, 2021, 'A Two-stage Simulation Assisted Differential Evolution Algorithm for Reliable Chance Constrained Programming with Minimum Risk Level', Applied Soft Computing, 111, pp. 107637 - 107637, http://dx.doi.org/10.1016/j.asoc.2021.107637
    Journal articles | 2021
    Ali IM; Essam D; Kasmarik K, 2021, 'Novel binary differential evolution algorithm for knapsack problems', Information Sciences, 542, pp. 177 - 194, http://dx.doi.org/10.1016/j.ins.2020.07.013
    Journal articles | 2021
    Elfeky EZ; Elsayed S; Marsh L; Essam D; Cochrane M; Sims B; Sarker R, 2021, 'A Systematic Review of Coevolution in Real-Time Strategy Games', IEEE Access, 9, pp. 136647 - 136665, http://dx.doi.org/10.1109/ACCESS.2021.3115768
    Journal articles | 2021
    Hassanzadeh T; Essam D; Sarker R, 2021, '2D to 3D Evolutionary Deep Convolutional Neural Networks for Medical Image Segmentation', IEEE Transactions on Medical Imaging, 40, pp. 712 - 721, http://dx.doi.org/10.1109/TMI.2020.3035555
    Journal articles | 2021
    Hassanzadeh T; Essam D; Sarker R, 2021, 'Evolutionary Deep Attention Convolutional Neural Networks for 2D and 3D Medical Image Segmentation', Journal of Digital Imaging, 34, pp. 1387 - 1404, http://dx.doi.org/10.1007/s10278-021-00526-2
    Journal articles | 2021
    Mahmud F; Zaman F; Ahrari A; Sarker R; Essam D, 2021, 'Genetic Algorithm for Singular Resource Constrained Project Scheduling Problems', IEEE Access, 9, pp. 131767 - 131779, http://dx.doi.org/10.1109/ACCESS.2021.3114702
    Journal articles | 2021
    Zaman F; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'An evolutionary approach for resource constrained project scheduling with uncertain changes', Computers and Operations Research, 125, http://dx.doi.org/10.1016/j.cor.2020.105104
    Journal articles | 2020
    Ali I; Essam D; Kasmarik K, 2020, 'A Novel Design of Differential Evolution for Solving Discrete Traveling Salesman Problems', Swarm and Evolutionary Computation, 52
    Journal articles | 2020
    Elsayed S; Sarker R; Essam D; Coello Coello CA, 2020, 'Evolutionary approach for large-Scale mine scheduling', Information Sciences, 523, pp. 77 - 90, http://dx.doi.org/10.1016/j.ins.2020.02.074
    Journal articles | 2020
    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
    Journal articles | 2020
    Haque M; Paul SK; Sarker R; Essam D, 2020, 'Managing decentralized supply chain using bilevel with Nash game approach', Journal of Cleaner Production, 266, http://dx.doi.org/10.1016/j.jclepro.2020.121865
    Journal articles | 2020
    Hassanzadeh T; Essam D; Sarker R, 2020, 'An Evolutionary DenseRes Deep Convolutional Neural Network for Medical Image Segmentation', IEEE Access, 8, pp. 212298 - 212314, http://dx.doi.org/10.1109/ACCESS.2020.3039496
    Journal articles | 2020
    Li K; Elsayed SM; Sarker R; Essam D, 2020, 'Landscape-based similarity check strategy for dynamic optimization problems', IEEE Access, 8, pp. 178570 - 178586, http://dx.doi.org/10.1109/ACCESS.2020.3026339
    Journal articles | 2020
    Mehmood K; Essam D; Shafi K; Malik MK, 2020, 'An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis', Information Processing and Management, 57, http://dx.doi.org/10.1016/j.ipm.2020.102368
    Journal articles | 2020
    Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2020, 'Contribution based co-evolutionary algorithm for large-scale optimization problems', IEEE Access, 8, pp. 203369 - 203381, http://dx.doi.org/10.1109/ACCESS.2020.3036438
    Journal articles | 2020
    Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2020, 'Landscape-assisted multi-operator differential evolution for solving constrained optimization problems', Expert Systems with Applications, 162, http://dx.doi.org/10.1016/j.eswa.2019.113033
    Journal articles | 2020
    Samavati M; Essam D; Nehring M; Sarker R, 2020, 'Production planning and scheduling in mining scenarios under IPCC mining systems', Computers and Operations Research, 115, http://dx.doi.org/10.1016/j.cor.2019.05.019
    Journal articles | 2020
    Sarfaraz A; Chakrabortty R; Essam D, 2020, 'A Tree Structure-based Improved Blockchain Framework for a Secure Online Bidding System', Computers and Security, 102, http://dx.doi.org/10.1016/j.cose.2020.102147
    Journal articles | 2020
    Zaman F; Elsayed S; Sarker R; Essam D, 2020, 'Hybrid evolutionary algorithm for large-scale project scheduling problems', Computers and Industrial Engineering, 146, http://dx.doi.org/10.1016/j.cie.2020.106567
    Journal articles | 2020
    Zaman F; Elsayed SM; Sarker RA; Essam D, 2020, 'Resource Constrained Project Scheduling with Dynamic Disruption Recovery', IEEE Access, 8, pp. 144866 - 144879, http://dx.doi.org/10.1109/ACCESS.2020.3014940
    Journal articles | 2019
    Akl AM; Sarker RA; Essam DL, 2019, 'Adaptive simulation budget allocation in Simulation assisted Differential Evolution algorithm', Applied Soft Computing Journal, 83, http://dx.doi.org/10.1016/j.asoc.2019.105678
    Journal articles | 2019
    Ali IM; Essam D; Kasmarik K, 2019, 'A novel differential evolution mapping technique for generic combinatorial optimization problems', Applied Soft Computing Journal, 80, pp. 297 - 309, http://dx.doi.org/10.1016/j.asoc.2019.04.017
    Journal articles | 2019
    Mehmood K; Essam D; Shafi K; Malik MK, 2019, 'Discriminative Feature Spamming Technique for Roman Urdu Sentiment Analysis', IEEE Access, 7, pp. 47991 - 48002, http://dx.doi.org/10.1109/ACCESS.2019.2908420
    Journal articles | 2019
    Mehmood K; Essam D; Shafi K; Malik MK, 2019, 'Sentiment analysis for a resource poor language-Roman Urdu', ACM Transactions on Asian and Low-Resource Language Information Processing, 19, http://dx.doi.org/10.1145/3329709
    Journal articles | 2019
    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
    Journal articles | 2019
    Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 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
    Journal articles | 2018
    Chakrabortty RK; Sarker RA; Essam DL, 2018, 'Single mode resource constrained project scheduling with unreliable resources', Operational Research, pp. 1 - 35, http://dx.doi.org/10.1007/s12351-018-0380-7
    Journal articles | 2018
    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
    Journal articles | 2018
    Rahman HF; Sarker R; Essam D, 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
    Journal articles | 2018
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    Elsayed SM; Sarker RA; Essam DL, 2015, 'Training and testing a self-adaptive multi-operator evolutionary algorithm for constrained optimization', Applied Soft Computing Journal, 26, pp. 515 - 522, http://dx.doi.org/10.1016/j.asoc.2014.10.011
    Journal articles | 2015
    Hishamuddin H; Sarker R; Essam D, 2015, 'A recovery model for a supply chain system with multiple suppliers subject to supply disruption', Journal of Engineering Science and Technology, 10, pp. 89 - 101
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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, 30, pp. 289 - 299, http://dx.doi.org/10.1017/S0890060415000323
    Journal articles | 2015
    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
    Journal articles | 2014
    Abdallah AFM; Essam DL; Sarker RA, 2014, 'Solving dynamic optimisation problem with variable dimensions', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8886, pp. 1 - 12, http://dx.doi.org/10.1007/978-3-319-13563-2_1
    Journal articles | 2014
    Chakrabortty RK; Sarker R; Essam D, 2014, 'Event Based Approaches for Solving Multi-mode Resource Constraints Project Scheduling Problem', Lecture Notes in Computer Science, 8838, pp. 375 - 386, http://dx.doi.org/10.1007/978-3-662-45237-0_35
    Journal articles | 2014
    Elsayed SM; Sarker RA; Essam DL, 2014, 'A new genetic algorithm for solving optimization problems', Engineering Applications of Artificial Intelligence, 27, pp. 57 - 69, http://dx.doi.org/10.1016/j.engappai.2013.09.013
    Journal articles | 2014
    Elsayed SM; Sarker RA; Essam DL, 2014, 'A self-adaptive combined strategies algorithm for constrained optimization using differential evolution', Applied Mathematics and Computation, 241, pp. 267 - 282, http://dx.doi.org/10.1016/j.amc.2014.05.018
    Journal articles | 2014
    Hamza NM; Sarker RA; Essam DL; Deb K; Elsayed SM, 2014, 'A constraint consensus memetic algorithm for solving constrained optimization problems', Engineering Optimization, 46, pp. 1447 - 1464, http://dx.doi.org/10.1080/0305215X.2013.846336
    Journal articles | 2014
    Hishamuddin H; Sarker RA; Essam D, 2014, 'A recovery mechanism for a two echelon supply chain system under supply disruption', Economic Modelling, 38, pp. 555 - 563, http://dx.doi.org/10.1016/j.econmod.2014.02.004
    Journal articles | 2014
    Paul SK; Sarker R; Essam D, 2014, 'Managing Real-time Demand Fluctuation under a Supplier-Retailer Coordinated System', International Journal of Production Economics, 158, pp. 231 - 243, http://dx.doi.org/10.1016/j.ijpe.2014.08.007
    Journal articles | 2014
    Paul SK; Sarker R; Essam D, 2014, 'Managing disruption in an imperfect production-inventory system', Computers and Industrial Engineering, 84, pp. 101 - 112, http://dx.doi.org/10.1016/j.cie.2014.09.013
    Journal articles | 2014
    Paul SK; Sarker R; Essam D, 2014, 'Real time disruption management for a two-stage batch production–inventory system with reliability considerations', European Journal of Operational Research, 237, pp. 113 - 128, http://dx.doi.org/10.1016/j.ejor.2014.02.005
    Journal articles | 2014
    Rahman HF; Sarker R; Essam D, 2014, 'A real-time order acceptance and scheduling approach for permutation flow shop problems', European Journal of Operational Research, http://dx.doi.org/10.1016/j.ejor.2015.06.018
    Journal articles | 2013
    Elsayed ; Sarker R; Essam D, 2013, 'An improved self-adaptive differential evolution algorithm for optimization problems', IEEE Transactions on Industrial Informatics, 9, pp. 89 - 99, http://dx.doi.org/10.1109/TII.2012.2198658
    Journal articles | 2013
    Elsayed ; Sarker R; Essam D, 2013, 'Self-adaptive differential evolution incorporating a heuristic mixing of operators', Computational Optimization and Applications, 54, pp. 771 - 790, http://dx.doi.org/10.1007/s10589-012-9493-8
    Journal articles | 2013
    Elsayed SM; Sarker RA; Essam DL, 2013, 'Adaptive Configuration of evolutionary algorithms for constrained optimization', Applied Mathematics and Computation, 222, pp. 680 - 711, http://dx.doi.org/10.1016/j.amc.2013.07.068
    Journal articles | 2013
    Hamza NM; Sarker RA; Essam DL, 2013, 'Differential evolution with multi-constraint consensus methods for constrained optimization', Journal of Global Optimization, 57, pp. 583 - 611, http://dx.doi.org/10.1007/s10898-012-9987-z
    Journal articles | 2013
    Hishamuddin H; Sarker R; Essam D, 2013, 'A recovery model for a two-echelon serial supply chain with consideration of transportation disruption', Computers and Industrial Engineering, 64, pp. 552 - 561, http://dx.doi.org/10.1016/j.cie.2012.11.012
    Journal articles | 2013
    Paul SK; Azeem A; Sarker R; Essam D, 2013, 'Development of a production inventory model with uncertainty and reliability considerations', Optimization and Engineering, 15, pp. 1 - 24, http://dx.doi.org/10.1007/s11081-013-9218-6
    Journal articles | 2013
    Paul SK; Sarker R; Essam D, 2013, 'A Disruption Recovery Model in a Production-Inventory System with Demand Uncertainty and Process Reliability', Lecture Notes in Computer Science, 8104, pp. 511 - 522, http://dx.doi.org/10.1007/978-3-642-40925-7_47
    Journal articles | 2013
    Sarker R; Omar M; Omar M; Essam D, 2013, 'Hybrid Evolutionary Algorithm for Job Scheduling under Machine Maintenance', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), 13, pp. 1440 - 1447, http://dx.doi.org/10.1016/j.asoc.2012.04.032
    Journal articles | 2013
    Ursani Z; Essam D; Cornforth D; Stocker R, 2013, 'Enhancements to the Localized Genetic Algorithm for Large Scale Capacitated Vehicle Routing Problems', International Journal of Applied Evolutionary Computation, 4, pp. 17 - 38, http://dx.doi.org/10.4018/jaec.2013010102
    Journal articles | 2012
    Elsayed ; Sarker R; Essam D, 2012, 'On an Evolutionary Approach for Constrained Optimization Problem Solving', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), 12, pp. 3208 - 3227, http://dx.doi.org/10.1016/j.asoc.2012.05.013
    Journal articles | 2012
    Elsayed ; Sarker R; Essam D, 2012, 'The influence of the number of initial feasible solutions on the performance of an evolutionary optimization algorithm', Lecture Notes on Computer Science, 7673, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-34859-4_1
    Journal articles | 2012
    Hishamuddin H; Sarker R; Essam D, 2012, 'A Disruption Recovery Model for a Single Stage Production-Inventory System', European Journal of Operational Research, 222, pp. 464 - 473, http://dx.doi.org/10.1016/j.bbr.2011.03.031
    Journal articles | 2012
    Naznin F; Sarker R; Essam D, 2012, 'Progressive Alignment Method Using Genetic Algorithm for Multiple Sequence Alignment', IEEE Transactions on Evolutionary Computation, 16, pp. 615 - 631, http://dx.doi.org/10.1109/TEVC.2011.2162849
    Journal articles | 2012
    Sayed E; Essam D; Sarker R, 2012, 'Using hybrid dependency identification with a memetic algorithm for large scale optimization problems', Lecture Notes in Computer Science, 7673, pp. 168 - 177, http://dx.doi.org/10.1007/978-3-642-34859-4_17
    Journal articles | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'Multi-operator based evolutionary algorithms for solving constrained optimization problems', Computers and Operations Research, 38, pp. 1877 - 1896, http://dx.doi.org/10.1016/j.cor.2011.03.003
    Journal articles | 2011
    Hasan E; Essam D; Sarker R, 2011, 'Large Scale Optimization based on self-directed Local Search', ASOR Bulletin, 30, pp. 11 - 20
    Journal articles | 2011
    Hasan SMK; Sarker R; Essam D; Kaceem I, 2011, 'A DSS for job scheduling under process interruptions', Flexible Services and Manufacturing Journal, 23, pp. 137 - 155, http://dx.doi.org/10.1007/s10696-011-9094-3
    Journal articles | 2011
    Hasan SMK; Sarker R; Essam D, 2011, 'Genetic algorithm for job-shop scheduling with machine unavailability and breakdowns', International Journal of Production Research, 49, pp. 4999 - 5015, http://dx.doi.org/10.1080/00207543.2010.495088
    Journal articles | 2011
    Hoang HT; McKay B; Essam D; Nguyen XH; Hoang , 2011, 'On Synergistic Interactions between Evolution, Development and Layered Learning', IEEE Transactions on Evolutionary Computation, 15, pp. 287 - 312, http://dx.doi.org/10.1109/TEVC.2011.2150752
    Journal articles | 2011
    Hsieh T-H; Chen J-JJ; Chen L-H; Chiang P-T; Lee H-Y, 2011, 'Time-course gait analysis of hemiparkinsonian rats following 6-hydroxydopamine lesion', Behavioural Brain Research, 222, pp. 1 - 9, http://dx.doi.org/10.1016/j.bbr.2011.03.031
    Journal articles | 2011
    Naznin F; Sarker R; Essam D, 2011, 'Vertical decomposition with Genetic Algorithm for Multiple Sequence Alignment', BMC bioinformatics, 12:353, pp. 1 - 26, http://dx.doi.org/10.1186/1471-2105-12-353
    Journal articles | 2011
    Siswanto ; Essam D; Sarker R, 2011, 'Solving the ship inventory routing and scheduling problem with undedicated compartments', Computers and Industrial Engineering, 61, pp. 289 - 299, http://dx.doi.org/10.1016/j.cie.2010.06.011
    Journal articles | 2011
    Ursani Z; Essam D; Cornforth D; Stocker R, 2011, 'Localized genetic algorithm for vehicle routing problem with time windows', Applied Soft Computing Journal, 11, pp. 5375 - 5390, http://dx.doi.org/10.1016/j.asoc.2011.05.021
    Journal articles | 2010
    Elsayed ; Sarker R; Essam D, 2010, 'A Comparative Study of Different Variants of Genetic Algorithms for Constrained Optimization', Simulated Evolution and Learning, 6457 LNCS, pp. 177 - 186, http://dx.doi.org/10.1007/978-3-642-17298-4_18
    Journal articles | 2010
    Elsayed ; Sarker R; Essam D, 2010, 'A Three-Strategy Based Differential Evolution Algorithm for Constrained Optimization', Neural Information Processing. Theory and Algorithms, 6443 LNCS, pp. 585 - 592, http://dx.doi.org/10.1007/978-3-642-17537-4_71
    Journal articles | 2009
    Bui LT; Abbass HA; Essam D, 2009, 'Local models-an approach to distributed multi-objective optimization', Computational Optimization and Applications, 42, pp. 105 - 139, http://dx.doi.org/10.1007/s10589-007-9119-8
    Journal articles | 2009
    Bui LT; Abbass HA; Essam D, 2009, 'Localization for solving noisy multi-objective optimization problems', Evolutionary Computation, 17, pp. 379 - 409, http://dx.doi.org/10.1162/evco.2009.17.3.379
    Journal articles | 2009
    Hasan SM; Sarker R; Essam D; Cornforth DJ, 2009, 'Memetic algorithms for solving job-shop scheduling problems', Memetic Computing, 1, pp. 69 - 83, http://dx.doi.org/10.1007/s12293-008-0004-5
    Journal articles | 2009
    Mori N; McKay B; Hoai NX; Essam D; Takeuchi S, 2009, 'A New Method for Simplifying Algebraic Expressions in Genetic Programming called Equivalent Decision Simplification', , pp. 1671 - 1676, http://dx.doi.org/10.14864/softscis.2008.0.1671.0
    Journal articles | 2009
    Mori N; McKay B; Hoai NX; Essam D; Takeuchi S, 2009, 'A new method for simplifying algebraic expressions in genetic programming called equivalent decision simplification', Journal of Advanced Computational Intelligence and Intelligent Informatics, 13, pp. 237 - 244, http://dx.doi.org/10.20965/jaciii.2009.p0237
    Journal articles | 2009
    Ursani Z; Cornforth DJ; Stocker RC; Essam D, 2009, 'Introducing the Localized Genetic Algorithm for Small Scale Capacitated Vehicle Routing Problems', Journal of Informaiton Systems and Operational Research, 42, pp. 135 - 152, http://dx.doi.org/10.3138/infor.47.2.133
    Journal articles | 2008
    Bui LT; Deb K; Abbass HA; Essam D, 2008, 'Interleaving Guidance in Evolutionary Multi-Objective Optimization', Journal of Computer Science and Technology, 23, pp. 44 - 63, http://dx.doi.org/10.1007/s11390-008-9114-2
    Journal articles | 2008
    El Feky EZ; Sarker R; Essam D, 2008, 'Task Decomposition for Optimization Problem Solving', LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, 5361 LNAI, pp. 329 - 338, http://dx.doi.org/10.1007/978-3-540-89694-4_34
    Journal articles | 2008
    McKay B; Essam D; Hoang HT; Nguyen XH, 2008, 'Developmental Evaluation in Genetic Programming: A TAG-Based Framework', International Journal of Knowledge-Based Intelligent Engineering Systems, 12, pp. 69 - 82
    Journal articles | 2008
    Sarker R; Essam D; El Feky EZ, 2008, 'Analyzing the simple ranking and selection process for constrained evolutionary optimization', Journal of Computer Science and Technology, 23, pp. 19 - 34, http://dx.doi.org/10.1007/s11390-008-9109-z
    Journal articles | 2007
    Hoang TH; Essam D; McKay RI; Nguyen XH, 2007, 'Developmental evaluation in genetic programming: A position paper', Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007, pp. 773 - 778, http://dx.doi.org/10.1109/FBIT.2007.104
    Journal articles | 2006
    El Feky EZ; Sarker R; Essam D, 2006, 'A Simple Ranking and Selection for Constrained Evolutionary Optimization', Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, 4247 LNCS, pp. 537 - 544, http://dx.doi.org/10.1007/11903697_68
    Journal articles | 2006
    Essam D; Mckay RI; Nguyen XH, 2006, 'Representation and Structural Difficulty in Genetic Programming', IEEE Transactions on Evolutionary Computation, 10, pp. 157 - 166, http://dx.doi.org/10.1109/TEVC.2006.871252
    Journal articles | 2006
    Mckay RI; Hao H; Mori N; Hoai N; Essam D, 2006, 'Model-building with interpolated temporal data', ECOLOGICAL INFORMATICS, 1, pp. 259 - 268, http://dx.doi.org/10.1016/j.ecoinf.2006.02.005
    Journal articles | 2002
    Essam D, 2002, '', Genetic Programming and Evolvable Machines, 3, pp. 389 - 390, http://dx.doi.org/10.1023/a:1020941026832
    Journal articles | 2002
    Nguyen XH; Mckay RI; Essam D, 2002, 'Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming', Australian Journal of Intelligent Information Processing Systems, 7, pp. 114 - 121
  • Conference Papers | 2022
    Elfeky E; Cochrane M; Crase S; Elsayed S; Sims B; Essam D; Sarker R, 2022, 'Coevolution with Danger Zone Levels Strategy for the Weapon Target Assignment Problem', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, IEEE, pp. 596 - 603, presented at 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 04 December 2022 - 07 December 2022, http://dx.doi.org/10.1109/SSCI51031.2022.10022268
    Conference Papers | 2022
    Elfeky E; Cochrane M; Marsh L; Elsayed S; Sims B; Crase S; Essam D; Sarker R, 2022, 'Coevolutionary Algorithm for Evolving Competitive Strategies in the Weapon Target Assignment Problem', in ACM International Conference Proceeding Series, pp. 9 - 18, http://dx.doi.org/10.1145/3533050.3533052
    Conference Papers | 2022
    Hamza N; Elsayed S; Sarker R; Essam D, 2022, 'Evolutionary Constrained Optimization with Dynamic Changes and Uncertainty in the Objective Function', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, IEEE, pp. 54 - 60, presented at 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 02 December 2022 - 04 December 2022, http://dx.doi.org/10.1109/SKIMA57145.2022.10029469
    Conference Papers | 2022
    Hamza N; Elsayed S; Sarker R; Essam D, 2022, 'Solving constrained problems with dynamic objective functions', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, IEEE, presented at 2022 IEEE Congress on Evolutionary Computation (CEC), 18 July 2022 - 23 July 2022, http://dx.doi.org/10.1109/CEC55065.2022.9870354
    Preprints | 2022
    HassanZadeh T; Essam DL; Sarker R, 2022, Eevou-Net: An Ensemble of Evolutionary Deep Fully Convolutional Neural Networks for Medical Image Segmentation, , http://dx.doi.org/10.2139/ssrn.4108586
    Conference Papers | 2022
    Liu L; Engelen G; Lynar T; Essam D; Joosen W, 2022, 'Error Prevalence in NIDS datasets: A Case Study on CIC-IDS-2017 and CSE-CIC-IDS-2018', in 2022 IEEE Conference on Communications and Network Security, CNS 2022, pp. 254 - 263, http://dx.doi.org/10.1109/CNS56114.2022.9947235
    Conference Papers | 2022
    Mahmud F; Sarker R; Essam D, 2022, 'Multi-Operator based Genetic Algorithm for Resource Constrained Project Scheduling', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, IEEE, pp. 292 - 297, presented at 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 02 December 2022 - 04 December 2022, http://dx.doi.org/10.1109/SKIMA57145.2022.10029457
    Preprints | 2022
    Sarfaraz A; Chakrabortty R; Essam D, 2022, AccessChain: An Access Control Framework to Protect Data Access in Blockchain Enabled Supply Chain, , http://dx.doi.org/10.20944/preprints202202.0106.v1
    Conference Papers | 2022
    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, IEEE, pp. 960 - 964, presented at 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 07 December 2022 - 10 December 2022, http://dx.doi.org/10.1109/IEEM55944.2022.9989965
    Conference Papers | 2021
    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, IEEE, ELECTR NETWORK, pp. 612 - 619, presented at IEEE Congress on Evolutionary Computation (IEEE CEC), ELECTR NETWORK, 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504950
    Conference Papers | 2021
    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, Springer Nature Singapore, 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
    Conference Papers | 2021
    Liu L; Essam D; Lynar T, 2021, 'On quantifying the complexity of IoT traffic', in Proceedings - Conference on Local Computer Networks, LCN, IEEE, pp. 379 - 382, presented at 2021 IEEE 46th Conference on Local Computer Networks (LCN), 04 October 2021 - 07 October 2021, http://dx.doi.org/10.1109/LCN52139.2021.9525007
    Conference Papers | 2021
    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, IEEE, pp. 2577 - 2584, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504925
    Preprints | 2021
    SARFARAZ A; Chakrabortty R; L. Essam D, 2021, RPoC: An efficient and scalable consensus algorithm for SCM applications, , http://dx.doi.org/10.36227/techrxiv.16601546
    Preprints | 2021
    SARFARAZ A; Chakrabortty R; L. Essam D, 2021, RPoC: An efficient and scalable consensus algorithm for SCM applications, , http://dx.doi.org/10.36227/techrxiv.16601546.v1
    Conference Papers | 2020
    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, IEEE, pp. 1387 - 1394, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308464
    Conference Papers | 2020
    Ali I; Essam D; Kasmarik K, 2020, 'Differential Evolution Algorithm for Multiple Inter-dependent Components Traveling Thief Problem', Glasgow, presented at IEEE CEC, Glasgow
    Conference Papers | 2020
    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
    Conference Papers | 2020
    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
    Conference Papers | 2020
    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
    Conference Papers | 2020
    Hassanzadeh T; Essam D; Sarker R, 2020, 'Evolutionary Attention Network for Medical Image Segmentation', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363425
    Conference Papers | 2020
    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, http://dx.doi.org/10.1109/CEC48606.2020.9185712
    Conference Papers | 2020
    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, IEEE, pp. 2778 - 2785, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308318
    Conference Papers | 2019
    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
    Conference Papers | 2019
    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
    Conference Papers | 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
    Conference Papers | 2019
    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
    Conference Papers | 2019
    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
    Conference Papers | 2019
    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
    Conference Papers | 2018
    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
    Conference Papers | 2018
    Ali I; Kasmarik KE; Essam D, 2018, 'An Efficient Differential Evolution Algorithm for solving 0-1 Knapsack Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, IEEE CEC, Brazil, presented at IEEE CEC, Brazil, - , http://dx.doi.org/10.1109/CEC.2018.8477916
    Conference Papers | 2018
    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
    Conference Papers | 2018
    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
    Conference Papers | 2018
    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
    Conference Papers | 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
    Conference Papers | 2018
    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
    Conference Papers | 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
    Conference Papers | 2018
    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
    Conference Papers | 2018
    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
    Conference Papers | 2018
    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
    Conference Papers | 2017
    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
    Conference Papers | 2017
    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
    Theses / Dissertations | 2017
    Chakrabortty R, 2017, Managing Uncertainties and Disruptions in Resource Constrained Project Scheduling, UNSW, Australia, https://unsworks.unsw.edu.au/fapi/datastream/unsworks:45238/SOURCE02?view=true
    Conference Papers | 2017
    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
    Conference Papers | 2017
    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
    Conference Papers | 2016
    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
    Conference Papers | 2016
    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
    Conference Papers | 2016
    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
    Conference Papers | 2016
    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
    Conference Papers | 2016
    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
    Conference Papers | 2016
    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, 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
    Conference Papers | 2015
    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
    Conference Papers | 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
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 2014
    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
    Conference Papers | 2014
    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
    Conference Papers | 2014
    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
    Conference Papers | 2014
    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
    Conference Papers | 2014
    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
    Conference Papers | 2014
    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
    Conference Papers | 2013
    Abdallah ; Essam D; Sarker R, 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, Innsbruck; Austria, pp. 9 - 14, presented at 12th IASTED International Conference on Artificial Intelligence and Applications, AIA 2013, Innsbruck; Austria, 11 February 2013 - 13 February 2013, http://dx.doi.org/10.2316/P.2013.793-009
    Conference Papers | 2013
    Elsayed ; Sarker R; Essam D, 2013, 'A Genetic Algorithm for Solving the CEC'2013 Competition Problems on Real-Parameter Optimization', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 356 - 360, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557591
    Conference Papers | 2013
    Paul SK; Sarker R; Essam D, 2013, 'A PRODUCTION INVENTORY MODEL WITH DISRUPTION AND RELIABILITY CONSIDERATIONS', in Proceedings 43rd International Conference on Computers & Industrial Engineering 2013 (CIE 43), Hong Kong, pp. 291 - 304, presented at The 43rd International Conference on Computers and Industrial Engineering, Hong Kong, 16 October 2013 - 18 October 2013
    Conference Papers | 2013
    Rahman ; Sarker R; Essam D, 2013, 'A Memetic Algorithm for Permutation Flow Shop Problems', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 1618 - 1625, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557755
    Conference Papers | 2013
    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, pp. 30 - 35, 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
    Conference Papers | 2012
    Abbass H; Essam D; Sarker R, 2012, '2012 IEEE Congress on Evolutionary Computation', in 2012 IEEE Congress on Evolutionary Computation, IEEE, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/cec.2012.6256101
    Conference Papers | 2012
    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
    Conference Papers | 2012
    Elsayed ; Sarker R; Essam D, 2012, 'Memetic multi-topology particle swarm optimizer for constrained optimization', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 16 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256110
    Conference Papers | 2012
    Ghoneim AS; Essam D, 2012, 'A Methodology for Revealing and Monitoring the Strategies Played by Neural Networks in Mind Games', in 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), IEEE Computational Intelligence Society, IEEE xplore, pp. 1 - 10, presented at 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/IJCNN.2012.6252376
    Conference Papers | 2012
    Hamza NM; Sarker R; Essam D, 2012, 'Differential evolution with a mix of Constraint Consenus methods for solving a real-world Optimization Problem', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 7, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252904
    Conference Papers | 2012
    Sayed E; Essam D; Sarker R, 2012, 'Dependency Identification technique for large scale optimization problems', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256117
    Conference Papers | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'Differential evolution with multiple strategies for solving CEC2011 real-world numerical optimization problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 1041 - 1048, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949732
    Conference Papers | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'GA with a new multi-parent crossover for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 857 - 864, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949708
    Conference Papers | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'GA with a new multi-parent crossover for solving IEEE-CEC2011 competition problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 1034 - 1040, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949731
    Conference Papers | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'Improved genetic algorithm for constrained optimization', in Computer Engineering & Systems (ICCES), 2011 International Conference on, IEEE Press, USA, pp. 111 - 115, presented at 2011 International Conference on Computer Engineering and Systems, ICCES'2011, Cairo, Egypt, 30 November 2011 - 01 December 2011, http://dx.doi.org/10.1109/ICCES.2011.6141022
    Conference Papers | 2011
    Elsayed ; Sarker R; Essam D, 2011, 'Integrated strategies differential evolution algorithm with a local search for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 2618 - 2625, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949945
    Conference Papers | 2011
    Ghoneim AS; Essam D; Abbass HA, 2011, 'Competency awareness in strategic decision making', in 2011 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2011), IEEE, Piscataway, NJ, USA, pp. 106 - 109, presented at 2011 IEEE 1st International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2011, Miami Beach, FL, USA, 21 February 2011 - 24 February 2011, http://dx.doi.org/10.1109/COGSIMA.2011.5753426
    Conference Papers | 2011
    Hamza N; Sarker R; Essam D, 2011, 'Memetic Differential Evolution Combined with Constraint Consensus Method for solving COPs', in Computer Engineering & Systems (ICCES), 2011 International Conference on, IEEE Press, USA, pp. 116 - 120, presented at 2011 International Conference on Computer Engineering and Systems, ICCES'2011, Cairo, Egypt, 30 November 2011 - 01 December 2011, http://dx.doi.org/10.1109/ICCES.2011.6141023
    Conference Papers | 2011
    Hamza NM; Elsayed ; Essam D; Sarker R, 2011, 'Differential evolution combined with constraint consensus for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 865 - 872, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949709
    Conference Papers | 2011
    Hishamuddin H; Sarker R; Essam D, 2011, 'A Recovery Model for a Production-Inventory System with Transportation Disruption', in Proceedings of the International Conference on Industrial Engineering and Service Science, ITS, Indenesia, Solo, Indonesia, pp. 1 - 6, presented at The International Conference on Industrial Engineering and Service Science, Solo, Indonesia, 20 September 2011 - 22 September 2011, http://www.iess2011.com/
    Conference Papers | 2010
    Bui LT; Essam D; Abbass HA, 2010, 'The role of explicit niching and communication messages in distributed evolutionary multi-objective optimization', in Studies in Computational Intelligence, pp. 181 - 206, http://dx.doi.org/10.1007/978-3-642-10675-0_9
    Conference Papers | 2010
    Hasan SM; Sarker R; Essam D, 2010, 'Evolutionary Scheduling with Rescheduling Option for Sudden Machine Breakdowns', in IEEE CEC 2010 - IEEE World Congress on Computational Intelligence, IEEE, New York, presented at 2010 IEEE Congress on Evolutionary Computation, Barcelona, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586374
    Conference Papers | 2010
    Hishamuddin H; Sarker R; Essam D, 2010, 'A recovery model for an economic production quantity problem with disruption', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE Press, USA, pp. 198 - 202, presented at IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2010, Macao, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1109/IEEM.2010.5674449
    Conference Papers | 2010
    Hishamuddin H; Sarker R; Essam D, 2010, 'An Inventory Recovery Model for an Economic Lot Sizing Problem with Disruption', in Zhao X; Zhu G; Flynn B (eds.), Proceedings of the 4th International Conference of Operations and Supply Chain Management, The Chinese University of Hong Kong, Hong Kong, pp. 794 - 799, presented at The 4th International Conference of Operations and Supply Chain Management (ICOSCM 2010), Hong Kong, 25 July 2010 - 27 July 2010, http://lf-scml.baf.cuhk.edu.hk/icoscm/
    Conference Papers | 2010
    Hishamuddin H; Sarker R; Essam D, 2010, 'An Inventory Recovery Model for an Economic Production Quantity Problem with Disruption', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE Press, USA, pp. 198 - 202, presented at IEEE International Conference on Industrial Engineering and Engineering Management, Macau, China, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1109/IEEM.2010.5674449
    Conference Papers | 2010
    Naznin F; Sarker R; Essam D, 2010, 'DGA: Decomposition with Genetic Algorithm for Multiple Sequence Alignment', in CIBCB 2010 Proceedings, IEEE Computational Intelligence Society, New Yourk, pp. 23 - 31, presented at 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Montreal, QC, 02 May 2010 - 05 May 2010, http://dx.doi.org/10.1109/CIBCB.2010.5510595
    Conference Papers | 2009
    Hasan SM; Sarker R; Essam D, 2009, 'Job-Shop Scheduling with Machine Unavailability and Breakdowns', in Kozan E (ed.), 20th National Conference of Australian Society for Operations Research (ASOR2009), ASOR, Brisbane, Australia, presented at 20th National Conference of Australian Society for Operations Research (ASOR2009), Gold Coast, Australia, 27 September 2009 - 30 September 2009
    Conference Papers | 2009
    Naznin F; Sarker R; Essam D, 2009, 'Iterative Progressive Alignment Method (IPAM) for Multiple Sequence Alignment', in Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, IEEE Press, Troys, pp. 536 - 541, presented at Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, Troys, 06 July 2009 - 09 July 2009, http://dx.doi.org/10.1109/ICCIE.2009.5223562
    Conference Papers | 2009
    Naznin F; Sarker R; Essam D, 2009, 'Two Hybrid Algorithms for Multiple Sequence Alignment', in 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), American Institute of Physics, Sofia, Bulgaria, pp. 69 - 83, presented at 2009 INTERNATIONAL CONFERNECE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), Sofia, Bulgaria, 28 July 2009 - 29 July 2009, http://dx.doi.org/10.1063/1.3314271
    Conference Papers | 2009
    Siswanto ; Essam D; Sarker R, 2009, 'Solving a Ship Inventory Routing and Scheduling Problem', in International Conference on Operations and Supply Chain Management, AIMST University, Kedah Darul Aman, Malaysia, presented at International Conference on Operations and Supply Chain Management, Bujang Valley, Malaysia, 09 December 2009 - 11 December 2009
    Conference Papers | 2009
    Siswanto ; Essam D; Sarker R, 2009, 'Solving the ship inventory routing and scheduling problem with undedicated compartments', in Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, IEEE Press, Troys, pp. 1088 - 1093, presented at Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, Troys, 06 July 2009 - 09 July 2009, http://dx.doi.org/10.1109/ICCIE.2009.5223771
    Conference Papers | 2008
    Barkat Ullah AS; El Feky EZ; Cornforth DJ; Essam D; Sarker R, 2008, 'Improved Evolutionary Algorithms for Solving Constrained Optimization Problems with Tiny Feasible Space', in Proceedings 2008 IEEE Int. Conf. on Systems, Man, and Cybernetics, Singapore, pp. 1426 - 1433, presented at IEEE International Conference on Systems, Man and Cybernetics 2008, Singapore, 05 October 2008 - 12 October 2008, http://dx.doi.org/10.1109/ICSMC.2008.4811486
    Conference Papers | 2008
    Hasan SM; Sarker R; Essam D, 2008, 'A Decision Support System for Solving Job-Shop Scheduling Problems Using Genetic Algorithms', in Proceedings of the 12th Asia-Pacific Symposium on Intelligent and Evolutionary Systems (IES 2008), Intelligent & Evolutionary Systems, Melbourne, Victoria, presented at Intelligent & Evolutionary Systems, Melbourne, Victoria, 07 December 2008 - 08 December 2008
    Conference Papers | 2008
    Hoang T; Mckay RI; Essam D; Nguyen XH, 2008, 'Learning General Solutions through Multiple Evaluations during Development', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, pp. 201 - 212, presented at 8th International Conference, ICES 2008, Prague, Czech Republic, 21 September 2008 - 24 September 2008, http://dx.doi.org/10.1007/978-3-540-85857-7-18
    Conference Papers | 2008
    Sarker R; El Feky EZ; Essam D, 2008, 'Partial Decomposition and Parallel GA (PD-PGA) for Constrained Optimization', in Proceedings 2008 IEEE Int. Conf. on Systems, Man, and Cybernetics, Singapore, pp. 220 - 227, presented at IEEE International Conference on Systems, Man and Cybernetics 2008, Singapore, 05 October 2008 - 12 October 2008, http://dx.doi.org/10.1109/ICSMC.2008.4811278
    Conference Papers | 2007
    Essam D; Hoang T; Nguyen XH; McKay B; Shin J; Kang M; Mori N, 2007, 'Analysing the Regularity of Genomes Using Compression and Expression Simplification', in 10th European Conference EuroGP 2007 Genetic Programming, Valencia, Spain, pp. 251 - 260, presented at 10th European Conference EuroGP 2007 Genetic Programming, Valencia, Spain, 11 April 2007 - 13 April 2007
    Conference Papers | 2007
    Hoang T; Essam D; McKay B; Nguyen XH, 2007, 'Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation', in ISICA 2007 2nd International Symposium, Wuhan, China, pp. 137 - 146, presented at 2nd International Symposium, ISICA 2007, Wuhan, China, 21 September 2007 - 23 September 2007
    Conference Papers | 2007
    Shan Y; McKay RI; Essam D; Abbass HA, 2007, 'A survey of probabilistic model building genetic programming', in Studies in Computational Intelligence, pp. 121 - 160, http://dx.doi.org/10.1007/978-3-540-34954-9_6
    Conference Proceedings (Editor of) | 2007
    Essam D; Hoang T; McKay B; Nguyen XH, (eds.), 2007, 'FBIT 2007 International Conference', Jeju Island, Korea, presented at FBIT 2007 International Conference, Jeju Island, Korea, 11 October 2007 - 13 October 2007
    Conference Papers | 2006
    Abbass HA; Barlow MG; Essam D; Yang Y, 2006, 'Connecting the Dots to Disconnect Them ¿ a study in network evolution and dynamics for analysing terrorist networks', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006, http://dx.doi.org/10.1117/12.644283
    Conference Papers | 2006
    Bui LT; Abbass HA; Essam D; Deb K, 2006, 'Dual Guidance in Evolutionary Multi-objective Optimization by Localization', in SEAL 2006: 6th International Conference, Hefei, China, pp. 384 - 391, presented at 6th International Conference, SEAL 2006, Hefei, China
    Conference Papers | 2006
    Essam D; Hoang T; Mckay RI; Nguyen XH; Nguyen TH, 2006, 'ORDERTREE: A New Test Problem for Genetic Programming', in Genetic and Evolutionary Computation Conference (GECCO) 2006, Seattle, Washington, USA, pp. 807 - 814, presented at Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, USA, 08 July 2006 - 12 July 2006
    Conference Papers | 2006
    Essam D; Hoang T; Mckay RI; Nguyen XH, 2006, 'Solving Symbolic Regression Problems Using Incremental Evaluation in Genetic Programming', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, pp. 2134 - 2141, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006
    Conference Papers | 2006
    Essam D; Mckay RI; Nguyen XH; Hoang T, 2006, 'Developmental Evaluation in Genetic Programming: A TAG-Based Framework', in 2006 Asia-Pacific Workshop on Genetic Programming, Hanoi, Vietnam, pp. 69 - 82, presented at Asia-Pacific Workshop on Genetic Programming 2006, Hanoi, Vietnam, 12 October 2006 - 14 October 2006, http://dx.doi.org/10.3233/KES-2008-12106
    Conference Papers | 2006
    Mckay RI; Essam D; Hoang T; Nguyen XH, 2006, 'Developmental Evaluation in Genetic Programming: the Preliminary Results', in EuroGP 2006, Budapest, Hungary, pp. 280 - 289, presented at EuroGP 2006, Budapest, Hungary, 10 April 2006 - 12 April 2006, http://dx.doi.org/10.1007/11729976_25
    Conference Papers | 2005
    Bui LT; Abbass HA; Essam D, 2005, 'Fitness Inheritance for Noisy Evolutionary Multi-Objective Optimization', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 779 - 785, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068141
    Conference Papers | 2005
    Hoang TH; Nguyen X; McKay R; Essam D, 2005, 'The importance of local search - A grammar based approach to environmental time series modelling', in Yu T; Riolo R; Worzel B (eds.), GENETIC PROGRAMMING THEORY AND PRACTICE III, SPRINGER, MI, Ann Arbor, pp. 159 - +, presented at 3rd Workshop on Genetic Programming, Theory and Practice, MI, Ann Arbor, 12 May 2005 - 14 May 2005, http://dx.doi.org/10.1007/0-387-28111-8_11
    Conference Papers | 2005
    Mckay RI; Essam D; Hao H; Nguyen XH, 2005, 'Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 8th European Conference, EuroGP 2005, Lausanne, Switzerland
    Conference Papers | 2005
    Sarker R; Ray T, 2005, 'Multiobjective Evolutionary Algorithms for Solving Constrained Optimization Problems', in Mohammadian M (ed.), CIMCA 2005, IEEE Press, Vienna, Austria, pp. 197 - 201, presented at Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet, Vienna, Austria, 28 November 2005 - 30 November 2005, http://dx.doi.org/10.1109/CIMCA.2005.1631468
    Conference Papers | 2004
    Bui LT; Essam D; Abbass HA; Green D, 2004, 'Performance analysis of evolutionary multi-objective optimization methods in noisy environments', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 29 - 39, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Mckay RI; Essam D; Abbass HA; Nguyen XH, 2004, 'Toward an alternative comparison between different genetic programming systems', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, pp. 67 - 77
    Conference Papers | 2004
    Mckay RI; Essam D; Zhang BT; Mori N, 2004, 'Partitioned Selection: A selection Operator for in-vitro Evolution', in 5th International Conference on Simulated Evolution and Learning, 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004
    Conference Papers | 2004
    Mckay RI; Essam D, 2004, 'Heritage Diversity in Genetic Programming', in 5th International Conference on Simulated Evolution and Learning, 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004
    Conference Papers | 2004
    Nguyen XH; Mckay RI; Essam D; Abbass HA, 2004, 'Genetic Transformation in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, pp. 108 - 119, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004
    Conference Papers | 2004
    Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution estimation with Grammar Models', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 191 - 205, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
    Conference Papers | 2004
    Shan Y; Mckay RI; Baxter R; Abbass HA; Essam D; Nguyen XH, 2004, 'Grammar Model-based Program Evolution', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, pp. 478 - 485, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1330895
    Conference Papers | 2003
    Essam D; Abbass HA, 2003, 'Artificial Life Models for Security & Safety', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003
    Conference Papers | 2003
    Nguyen XH; Mckay RI; Essam D, 2003, 'Can Tree Adjunct Grammar Guided Genetic Programming be Good at Finding a Needle in a Haystack?', in Internation Conference on Communications Circuits and Systems, Chengdu, China, pp. 1113 - 1117, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003, http://dx.doi.org/10.1109/ICCCAS.2002.1178980
    Conference Papers | 2003
    Nguyen XH; Mckay RI; Essam D, 2003, 'Some Experimental Results with Tree Adjunct Guided Genetic Programming', in 5th European Conference, EuroGP 2002, Kinsale, Ireland, pp. 228 - 237, presented at 5th European Conference, EuroGP 2002, Kinsale, Ireland, 03 May 2003 - 05 May 2003
    Conference Papers | 2003
    Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547
    Conference Papers | 2003
    Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 1639 - 1646, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299869
    Conference Papers | 2003
    Shan Y; Mckay RI; Lokan CJ; Essam D, 2003, 'Software Project Effort Estimation Using Genetic Programming', in Internation Conference on Communications Circuits and Systems, Chengdu, China, pp. 1108 - 1112, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003, http://dx.doi.org/10.1109/ICCCAS.2002.1178979
    Conference Papers | 2001
    Essam D; Mckay RI, 2001, 'Adaptive Control of Partial Functions in Genetic Programming', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, pp. 895 - 901, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001
    Conference Papers | 2001
    Mckay RI; Essam D, 2001, 'Evolving Self-Reproducing Functional Programs', in Inaugural Artificial Life Workshop (AL 2001), Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001
    Conference Papers | 2001
    Nguyen XH, 2001, 'Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming: The Preliminary Results', in AJJW Proceedings, Dunedin, New Zealand, pp. 1326 - 1331, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001, http://dx.doi.org/10.1109/CEC.2002.1004435
    Conference Papers | 1997
    Essam D; Dube S, 1997, 'Advanced Fractal-Based Modelling of Colour Images', in 2nd Annual Conference Geocomputation97, 2nd Annual Conference Geocomputation97, Auckland, New Zealand, presented at 2nd Annual Conference Geocomputation97, Auckland, New Zealand, 10 December 1997 - 12 December 1997
    Conference Papers |
    Hoang Tuan-Hao ; McKay RI; Essam D; Nguyen Xuan Hoai , 'Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming', in 2006 IEEE International Conference on Evolutionary Computation, IEEE, presented at 2006 IEEE International Conference on Evolutionary Computation, http://dx.doi.org/10.1109/cec.2006.1688570
    Preprints |
    Sarfaraz A; Chakrabortty RK; Essam DL, Accesschain: An Access Control Framework to Protect Data Access in Blockchain Enabled Supply Chain, , http://dx.doi.org/10.2139/ssrn.4039908