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2016

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

2015

Asta, Shahriar (2015) Machine learning for improving heuristic optimisation. PhD thesis, University of Nottingham.

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.

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

2014

Yarimcam, Ahmet, Asta, Shahriar, 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.

Ercal, Turker, 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, 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.

Ercal, Turker, 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.