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Jackson, Warren G. and Özcan, Ender and John, Robert I. (2018) Move acceptance in local search metaheuristics for cross-domain search. Expert Systems with Applications, 131 . pp. 131-151. ISSN 0957-4174

Wilson, Dennis and Rodrigues, Silvio and Segura, Carlos and Loshchilov, Ilya and Huttor, Frank and Buenfil, Guillermo López and Kheiri, Ahmed and Keedwell, Ed and Ocampo-Pineda, Mario and Özcan, Ender and Peña, Sergio Ivvan Valdez and Goldman, Brian and Rionda, Salvador Botello and Hernández-Aguirre, Arturo and Veeramachaneni, Kalyan and Sylvain, Cussat-Blanc (2018) Evolutionary computation for wind farm layout optimization. Renewable Energy, 126 . pp. 681-691. ISSN 1879-0682

Khajavi, Siavash H. and Baumers, Martin and Holmström, Jan and Özcan, Ender and Atkin, Jason and Jackson, Warren G. and Li, Wenwen (2018) To kit or not to kit: analysing the value of model-based kitting for additive manufacturing. Computers in Industry, 98 . pp. 100-117. ISSN 0166-3615

Deveci, Muhammet and Özcan, Ender and John, Robert and Öner, Sultan Ceren (2018) Interval type-2 hesitant fuzzy set method for improving the service quality of domestic airlines in Turkey. Journal of Air Transport Management, 69 . pp. 83-98. ISSN 0969-6997

Li, Wenwen and Özcan, Ender and John, Robert (2017) A learning automata based multiobjective hyper-heuristic. IEEE Transactions on Evolutionary Computation . ISSN 1089-778X

Hong, Libin and Drake, John H. and Woodward, John R. and Özcan, Ender (2017) A hyper-heuristic approach to automated generation of mutation operators for evolutionary programming. Applied Soft Computing, 62 . pp. 162-175. ISSN 1872-9681

Pillay, Nelishia and Özcan, Ender (2017) Automated generation of constructive ordering heuristics for educational timetabling. Annals of Operations Research . ISSN 1572-9338 (In Press)

Turk, Seda and Özcan, Ender and John, Robert (2017) Multi-objective optimisation in inventory planning with supplier selection. Expert Systems with Applications, 78 . pp. 51-63. ISSN 0957-4174

Li, Wenwen and Özcan, Ender and John, Robert (2017) Multi-objective evolutionary algorithms and hyper-heuristics for wind farm layout optimisation. Renewable Energy, 105 . pp. 473-482. ISSN 1879-0682

Swan, Jerry and Drake, John H. and Neumann, Geoff and Özcan, Ender (2017) Sparse, continuous policy representations for uniform online bin packing via regression of interpolants. Lecture Notes in Computer Science, 10197 . pp. 189-200. ISSN 0302-9743

Muklason, Ahmad and Parkes, Andrew J. and Özcan, Ender and McCollum, Barry and McMullan, Paul (2017) Fairness in examination timetabling: student preferences and extended formulations. Applied Soft Computing . ISSN 1872-9681

Asta, Shahriar and Karapetyan, Daniel and Kheiri, Ahmed and Özcan, Ender and Parkes, Andrew J. (2016) Combining Monte-Carlo and hyper-heuristic methods for the multi-mode resource-constrained multi-project scheduling problem. Information Sciences, 373 . pp. 476-498. ISSN 1872-6291

Özcan, Ender and Drake, John H. and Altıntaş, Cevriye and Asta, Shahriar (2016) A self-adaptive multimeme memetic algorithm co-evolving utility scores to control genetic operators and their parameter settings. Applied Soft Computing, 49 . pp. 81-93. ISSN 1872-9681

Asta, Shahriar and Özcan, Ender and Parkes, Andrew J. (2016) CHAMP: Creating Heuristics via Many Parameters for online bin packing. Expert Systems with Applications, 63 . pp. 208-221. ISSN 0957-4174

Asta, Shahriar and Özcan, Ender and Curtois, Tim (2016) A tensor based hyper-heuristic for nurse rostering. Knowledge-Based Systems, 98 . pp. 185-199. ISSN 1872-7409

Kheiri, Ahmed and Özcan, Ender (2016) An iterated multi-stage selection hyper-heuristic. European Journal of Operational Research, 250 (1). pp. 77-90. ISSN 0377-2217

Martin, Simon and Ouelhadj, Djamila and Beullens, Patrick and Özcan, Ender and Juan, Angel A. and Burke, Edmund (2016) A multi-agent based cooperative approach to scheduling and routing. European Journal of Operational Research . ISSN 0377-2217 (In Press)

Soria-Alcaraz, Jorge A. and Özcan, Ender and Swan, Jerry and Kendall, Graham and Carpio, Martin (2016) Iterated local search using an add and delete hyper- heuristic for university course timetabling. Applied Soft Computing, 40 . pp. 581-593. ISSN 1872-9681

Deveci, Muhammet and Çetin Demirel, Nihan and John, Robert and Özcan, Ender (2015) Fuzzy multi-criteria decision making for carbon dioxide geological storage in Turkey. Journal of Natural Gas Science and Engineering, 27 (2). pp. 695-705. ISSN 1875-5100

Elhag, Anas and Özcan, Ender (2015) A grouping hyper-heuristic framework: application on graph colouring. Expert Systems with Applications, 42 (13). pp. 5491-5507. ISSN 0957-4174

Ahmed, Leena N. and Özcan, Ender and Kheiri, Ahmed (2015) Solving high school timetabling problems worldwide using selection hyper-heuristics. Expert Systems with Applications, 42 (13). pp. 5463-5471. ISSN 0957-4174

Burke, Edmund and Drake, John H. and McCollum, Barry and Özcan, Ender (2015) Comments on: An overview of curriculum-based course timetabling. TOP, 23 (2). pp. 355-358. ISSN 1863-8279

Parkes, Andrew J. and Özcan, Ender and Karapetyan, Daniel (2015) A software interface for supporting the application of data science to optimisation. Lecture Notes in Computer Science, 8994 . pp. 306-311. ISSN 0302-9743

Mujtaba, Hasan and Kendall, Graham and Baig, Abdul R. and Özcan, Ender (2015) Detecting change and dealing with uncertainty in imperfect evolutionary environments. Information Sciences, 302 . pp. 33-49. ISSN 1872-6291

Asta, Shahriar and Özcan, Ender (2015) A tensor-based selection hyper-heuristic for cross-domain heuristic search. Information Sciences, 299 . 412 - 432. ISSN 1872-6291

Özcan, Ender (2015) Choice function based hyper-heuristics for multi-objective optimization. Applied Soft Computing, 28 . pp. 312-326. ISSN 1872-9681

Drake, John H. and Özcan, Ender and Burke, Edmund (2015) A case study of controlling crossover in a selection hyper-heuristic framework using the multidimensional knapsack problem. Evolutionary Computation . ISSN 1530-9304

Abdul-Rahman, Syariza and Burke, Edmund and Bargiela, Andrzej and McCollum, Barry and Özcan, Ender (2014) A constructive approach to examination timetabling based on adaptive decomposition and ordering. Annals of Operations Research, 218 (1). pp. 3-21. ISSN 1572-9338

Maashi, Mashael and Özcan, Ender and Kendall, Graham (2014) A multi-objective hyper-heuristic based on choice function. Expert Systems with Applications, 41 (9). pp. 4475-4493. ISSN 0957-4174

Kheiri, Ahmed and Özcan, Ender and Parkes, Andrew J. (2014) A stochastic local search algorithm with adaptive acceptance for high-school timetabling. Annals of Operations Research, 239 (1). pp. 135-151. ISSN 1572-9338

Drake, John H. and Hyde, Matthew and Khaled, Ibrahim and Özcan, Ender (2014) A genetic programming hyper-heuristic for the multidimensional knapsack problem. Kybernetes, 43 (9/10). pp. 1500-1511. ISSN 0368-492X

Kheiri, Ahmed and Özcan, Ender (2014) Constructing constrained-version of magic squares using selection hyper-heuristics. The Computer Journal, 57 (3). pp. 469-479. ISSN 1460-2067

Swan, Jerry and Woodward, John and Özcan, Ender and Kendall, Graham and Burke, Edmund (2014) Searching the hyper-heuristic design space. Cognitive Computation, 6 (1). pp. 66-73. ISSN 1866-9964

Abdul-Rahman, Syariza and Bargiela, Andrzej and Burke, Edmund and Özcan, Ender and McCollum, Barry and McMullan, Paul (2014) Adaptive linear combination of heuristic orderings in constructing examination timetables. European Journal of Operational Research, 232 (2). pp. 287-297. ISSN 0377-2217

Burke, Edmund and Gendreau, Michel and Hyde, Matthew and Kendall, Graham and Ocha, Gabriela and Özcan, Ender and Qu, Rong (2013) Hyper-heuristics: a survey of the state of the art. Journal of the Operational Research Society, 64 . pp. 1695-1724. ISSN 0160-5682

Conference or Workshop Item

Siebers, Peer-Olaf and Deng, YuFeng and Thaler, Jonathan and Schnädelbach, Holger and Özcan, Ender (2018) Proposal of a design pattern for embedding the concept of social forces in human centric simulation models. In: Operational Research Society Simulation Workshop 2018 (SW18 ), 19-21 March 2018, Stratford, Worcestershire. (In Press)

Jackson, Warren G. and Özcan, Ender and John, Robert (2017) Tuning a Simulated Annealing metaheuristic for cross-domain search. In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Tyasnurita, Raras and Özcan, Ender and John, Robert (2017) Learning heuristic selection using a time delay neural network for open vehicle routing. In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Li, Wenwen and Özcan, Ender and John, Robert and Drake, John H. and Neumann, Aneta and Wagner, Markus (2017) A modified indicator-based evolutionary algorithm (mIBEA). In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Jackson, Warren G. and Özcan, Ender and John, Robert I. (2016) A comparative study of fuzzy parameter control in a general purpose local search metaheuristic. In: 2016 IEEE Congress on Evolutionary Computation (CEC), 24-29 July, 2016, Vancouver, Canada. (In Press)

Gumus, Duriye Betul and Özcan, Ender and Atkin, Jason (2016) An investigation of tuning a memetic algorithm for cross-domain search. In: 2016 IEEE Congress on Evolutionary Computation, 24-29 July 2016, Vancouver, Canada.

Hong, Libin and Drake, John H. and Woodward, John R. and Özcan, Ender (2016) Automatically designing more general mutation operators of evolutionary programming for groups of function classes using a hyper-heuristic. In: The Genetic and Evolutionary Computation Conference (GECCO 2016), 24-24 July 2016, Denver, Colorado.

Tyasnurita, Raras and Özcan, Ender and Shahriar, Asta and John, Robert (2015) Improving performance of a hyper-heuristic using a multilayer perceptron for vehicle routing. In: 15th UK Workshop on Computational Intelligence (UKCI 2015), 7-9 Sep 2015, Exeter, UK.

Araujo, L.J.P. and Özcan, Ender and Atkin, Jason and Baumers, Martin and Tuck, Christopher and Hague, Richard J.M. (2015) Toward better build volume packing in additive manufacturing: classification of existing problems and benchmarks. In: Annual International Solid Freeform Fabrication Symposium, 10-12 August 2015, Austin, Texas, USA.

Asta, Shahriar and Özcan, Ender (2015) A tensor analysis improved genetic algorithm for online bin packing. In: Genetic and Evolutionary Computation Conference (2015), 11-15 July 2015, Madrid, Spain.

Drake, John H. and Özcan, Ender and Burke, Edmund K. (2015) A comparison of crossover control mechanisms within single-point selection hyper-heuristics using HyFlex. In: 2015 IEEE Congress on Evolutionary Computation (CEC2015), 25-28 May 2015, Sendai, Japan.

Drake, John H. and Özcan, Ender and Burke, Edmund K. (2015) A modified choice function hyper-heuristic controlling unary and binary operators. In: 2015 IEEE Congress on Evolutionary Computation (CEC2015), 25-28 May 2015, Sendai, Japan.

Turk, Seda and Miller, Simon and Özcan, Ender and John, Robert (2015) A simulated annealing approach to supplier selection aware inventory planning. In: 2015 IEEE Congress on Evolutionary Computation (CEC2015), 25-28 May 2015, Sendai, Japan.

Yarimcam, Ahmet and Asta, Shahriar and Özcan, Ender and Parkes, Andrew J. (2014) Heuristic generation via parameter tuning for online bin packing. In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS), 9-12 Dec 2014, Orlando, Florida.

Asta, Shahriar and Özcan, Ender (2014) An apprenticeship learning hyper-heuristic for vehicle routing in HyFlex. In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS), 9-12 Dec 2014, Orlando, Florida.

Turk, Seda and John, Robert and Özcan, Ender (2014) Interval type-2 fuzzy sets in supplier selection. In: 14th UK Workshop on Computational Intelligence UKCI2014, 8-10 Sept 2014, University of Bradford.

Jackson, Warren G. and Özcan, Ender and John, Robert I. (2014) Fuzzy adaptive parameter control of a late acceptance hyper-heuristic. In: 2014 14th UK Workshop on Computational Intelligence (UKCI), 8-10 September 2014, Bradford, Great Britain.

Turk, Seda and John, Robert and Özcan, Ender (2014) Interval type-2 fuzzy sets in supplier selection. In: 2014 14th UK Workshop on Computational Intelligence (UKCI), 8-10 September 2014, Bradford, Great Britain.

Ercal, Turker and Özcan, Ender and Asta, Shahriar (2014) Soft morphological filter optimization using a genetic algorithm for noise elimination. In: 2014 14th UK Workshop on Computational Intelligence (UKCI), 8-10 September 2014, Bradford, Great Britain.

Asta, Shahriar and Özcan, Ender and Peer-Olaf, Siebers (2014) An investigation on test driven discrete event simulation. In: Operational Research Society Simulation Workshop 2014 (SW14), 1-2 April 2014, Worcestershire, UK.

Jackson, Warren G. and Özcan, Ender and John, Robert I. (2014) Fuzzy adaptive parameter control of a late acceptance hyper-heuristic. In: 14th UK Workshop on Computational Intelligence UKCI2014, 8-10 Sept 2014, University of Bradford.

Ercal, Turker and Özcan, Ender and Asta, Shahriar (2014) Soft morphological filter optimization using a genetic algorithm for noise elimination. In: UK Workshop on Computational Intelligence (UKCI2014), 8-10 Sept 2014, Bradford, UK.

Book Section

Gümüş, Düriye Betül and Özcan, Ender and Atkin, Jason (2016) An analysis of the Taguchi method for tuning a memetic algorithm with reduced computational time budget. In: Computer and information sciences: 31st International Symposium, ISCIS 2016, Kraków, Poland, October 27–28, 2016, proceedings. Communications in computer and information science, 659 (659). Springer, pp. 12-20. ISBN 978-3-319-47217-1

Kheiri, Ahmed and Mısır, Mustafa and Özcan, Ender (2016) Ensemble move acceptance in selection hyper-heuristics. In: Computer and information sciences: 31st International Symposium, ISCIS 2016, Kraków, Poland, October 27–28, 2016, proceedings. Communications in computer and information science (659). Springer, pp. 21-29. ISBN 978-3-319-47217-1

Almutairi, Alhanof and Özcan, Ender and Kheiri, Ahmed and Jackson, Warren G. (2016) Performance of selection hyper-heuristics on the extended HyFlex domains. In: Computer and information sciences: 31st International Symposium, ISCIS 2016, Kraków, Poland, October 27–28, 2016, proceedings. Communications in computer and information science (659). Springer, pp. 154-162. ISBN 978-3-319-47217-1

Drake, John H. and Özcan, Ender and Burke, Edmund K. (2014) Modified choice function heuristic selection for the multidimensional knapsack problem. In: Genetic and evolutionary computing. Advances in Intelligent Systems and Computing (329). Springer, pp. 225-234. ISBN 9783319122854