Optimising Scheduling of Hybrid Learning using Mixed Integer Programming

Davison, M., Kheiri, A. & Zografos, K. G., 4/09/2022, Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling - PATAT 2022 Volume III (2022). De Causmaecker, P., Özcan, E. & Vanden Berghe, G. (eds.). PATAT, p. 279-286 8 p.

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An online learning selection hyper-heuristic for educational timetabling

Steenson, A., Özcan, E., Kheiri, A., McCollum, B. & McMullan, P., 23/08/2022, Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling: PATAT 2021. Vol. I. p. 129-146 18 p.

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GECCO 2022 Tutorial: Selection Hyper-heuristics

Kheiri, A. & Keedwell, E. C., 19/07/2022, GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. New York: ACM, p. 983-996 14 p. (GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference).

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A Matheuristic Approach for Finding Effective Base Locations and Team Configurations for North West Air Ambulance

Boyacı, B., Nayeem, M. A. & Kheiri, A., 8/07/2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). New York: ACM, p. 1817-1824 8 p.

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A reinforcement learning hyper-heuristic for water distribution network optimisation

Ahmed, A. O. M., Osman, S. M. Y., Yousif, T. E. H. & Kheiri, A., 17/05/2021, 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

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A reinforcement learning hyper-heuristic for the optimisation of flight connections

Pylyavskyy, Y., Kheiri, A. & Ahmed, L., 3/09/2020, IEEE Congress on Evolutionary Computation (IEEE CEC). IEEE, 9185803

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Local search heuristic for the optimisation of flight connections

Alrasheed, M., Mohammed, W., Pylyavskyy, Y. & Kheiri, A., 20/04/2020, International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

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Evolutionary Computation for Static Traffic Light Cycle Optimisation

Ahmed, E. K. E., Khalifa, A. M. A. & Kheiri, A., 1/11/2018, 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, p. 1-6 6 p.

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Late Acceptance Selection Hyper-heuristic for Wind Farm Layout Optimisation Problem

Abdulaziz, H., Elnahas, A., Daffalla, A., Noureldien, Y., Kheiri, A. & Özcan, E., 1/11/2018, 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, p. 1-5 5 p.

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Summary of evolutionary computation for wind farm layout optimization

Wilson, D. G., Rodrigues, S., Segura, C., Loshchilov, I., Huer, F., Buenl, G. L., Kheiri, A., Keedwell, E., Ocampo-Pineda, M., Özcan, E., Pea, S. I. V., Goldman, B., Rionda, S. B., Hernndez-Aguirre, A., Veeramachaneni, K. & Cussat-Blanc, S., 6/07/2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 31-32 2 p.

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Performance of selection hyper-heuristics on the extended hyflex domains

Almutairi, A., Özcan, E., Kheiri, A. & Jackson, W. G., 24/09/2016, Computer and Information Sciences - 31st International Symposium, ISCIS 2016, Proceedings. Lent, R., Gelenbe, E., Czachórski, T. & Grochla, K. (eds.). Springer Verlag, p. 154-162 9 p. (Communications in Computer and Information Science; vol. 659).

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Ensemble move acceptance in selection hyper-heuristics

Kheiri, A., Mısır, M. & Özcan, E., 24/09/2016, Computer and Information Sciences - 31st International Symposium, ISCIS 2016, Proceedings. Lent, R., Gelenbe, E., Czachórski, T. & Grochla, K. (eds.). Springer Verlag, p. 21-29 9 p. (Communications in Computer and Information Science; vol. 659).

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A Sequence-based selection hyper-heuristic: A case study in nurse rostering

Kheiri, A., Özcan, E., Lewis, R. & Thompson, J., 26/08/2016, PATAT 2016 - Proceedings of the 11th International Conference on the Practice and Theory of Automated Timetabling. Burke, E. K., Di Gaspero, L., Ozcan, E., McCollum, B. & Schaerf, A. (eds.). PATAT, p. 503-505 3 p. 45. (PATAT 2016 - Proceedings of the 11th International Conference on the Practice and Theory of Automated Timetabling).

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A sequence-based selection hyper-heuristic utilising a hidden markov model

Kheiri, A. & Keedwell, E., 11/07/2015, GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 417-424 8 p.

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Group decision making hyper-heuristics for function optimisation

Ozcan, E., Misir, M. & Kheiri, A., 31/12/2013, 2013 13th UK Workshop on Computational Intelligence, UKCI 2013. IEEE, p. 327-333 7 p. 6651324

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A two stage approach for high school timetabling

Shambour, M. H. D. K. Y., Khader, A. T., Kheiri, A. & Özcan, E., 1/12/2013, Neural Information Processing: International Conference on Neural Information Processing, ICONIP 2013. p. 66-73 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8226 LNCS, no. PART 1).

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A hyper-heuristic with a round robin neighbourhood selection

Kheiri, A. & Özcan, E., 22/03/2013, Evolutionary Computation in Combinatorial Optimization: 13th European Conference, EvoCOP 2013, Proceedings. Springer, p. 1-12 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7832 LNCS).

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A greedy gradient-simulated annealing hyper-heuristic for a curriculum-based course timetabling problem

Kalender, M., Kheiri, A., Özcan, E. & Burke, E. K., 5/12/2012, 2012 12th UK Workshop on Computational Intelligence, UKCI 2012. IEEE, p. 1-8 8 p. 6335754

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HYSST: Hyper-heuristic search strategies and timetabling

Kheiri, A., Özcan, E. & Parkes, A. J., 29/08/2012, PATAT 2012 - Proceedings of the 9th International Conference on the Practice and Theory of Automated Timetabling. Kjenstad, D., Riise, A., Nordlander, T. E., McCollum, B. & Burke, E. (eds.). SINTEF, p. 497-499 3 p.

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Social image quality

Qiu, G. & Kheiri, A., 25/02/2011, Proceedings of SPIE-IS and T Electronic Imaging - Image Quality and System Performance VIII. Vol. 7867. 78670S

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