Select Publications

Journal articles

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

Hasan E; Essam D; Sarker R, 2011, 'Large Scale Optimization based on self-directed Local Search', ASOR Bulletin, 30, pp. 11 - 20

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

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

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

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

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

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

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

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

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

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

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

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

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

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

El Feky EZ; Sarker R; Essam D, 2008, 'Task Decomposition for Optimization Problem Solving', LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, http://dx.doi.org/10.1007/978-3-540-89694-4_34

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

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, http://dx.doi.org/10.1007/11903697_68

Mckay RI; Hao H; Mori N; Hoai N; Essam D, 2006, 'Model-building with interpolated temporal data', ECOLOGICAL INFORMATICS, 1, pp. 259 - 268

Essam D; Mckay RI; Nguyen XH, 2006, 'Representation and Structural Difficulty in Genetic Programming', IEEE Transactions on Evolutionary Computation, 10, pp. 157 - 166

Essam D, 2002, '', Genetic Programming and Evolvable Machines, 3, pp. 389 - 390, http://dx.doi.org/10.1023/a:1020941026832

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


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