Browse by Author

Up a level
Export as [feed] RSS
Group by: Item Type | No Grouping
Number of items: 14.


Hart, Emma, Sim, Kevin and Paechter, Ben (2015) A Lifelong Learning Hyper-heuristic Method for Bin Packing. Evolutionary Computation, 23 (1). pp. 37-67. ISSN 1063-6560

Book Section

Sim, Kevin, Hart, Emma, Urquhart, Neil B and Pigden, Tim (2015) A new rich vehicle routing problem model and benchmark resource. In: Proceedings of the The 11th edition of the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2015). Eurogen. (In Press)

Sim, Kevin and Hart, Emma (2014) An improved immune inspired hyper-heuristic for combinatorial optimisation problems. In: Proceedings of GECCO 2014 (Genetic and Evolutionary Computation Conference). ACM Digital Library, pp. 121-128. ISBN 978-1-4503-2662-9

Hart, Emma, Sim, Kevin and Urquhart, Neil B (2014) A real-world employee scheduling and routing application. In: GECCO 2014 Companion Material Proceedings. ACM Digital Library, pp. 1239-1242. ISBN 978-1-4503-2881-4

Hart, Emma and Sim, Kevin (2014) On the life-long learning capabilities of a NELLI*: a hyper-heuristic optimisation system. In: Proceedings of PPSN, 13th International Conference on Parallel problem Solving from Nature. Lecture Notes in Computer Science, 8672 . Springer International Publishing, pp. 282-291. ISBN 978-3-319-10761-5

Sim, Kevin and Hart, Emma (2013) Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model. In: Proceedgs of GECCO 2013. ACM SIGEVO, New York, USA, pp. 1549-1556. ISBN 978-1-4503-1963-8

Sim, Kevin, Hart, Emma and Paechter, Ben (2013) Learning to solve bin packing problems with an immune inspired hyper-heuristic. In: Advances in Artificial Life, ECAL 2013. MIT Press, pp. 856-863.

Sim, Kevin, Hart, Emma and Paechter, Ben (2012) A Hyper-Heuristic classifier for one dimensional bin packing problems: Improving classification accuracy by attribute evolution. In: Parallel Problem Solving from Nature: PPSN XII. Lecture Notes in Computer Science , 7492 . Springer Verlag, Taormina, pp. 348-357. ISBN 978-3-642-32963-0

Conference or Workshop Item

Sim, Kevin and Hart, Emma (2015) A novel heuristic generator for JSSP using a tree-based representation of dispatching rules. In: GECCO ’15, 11 - 15 July 2015, Madrid, Spain.


Machado, Penousal, Heywood, Malcolm I, McDermott, James, Castelli, Mauro, García-Sánchez, Pablo, Burelli, Paolo, Risi, Sebastian and Sim, Kevin (2015) Genetic Programming. Lecture Notes in Computer Science, 9025 . Springer. ISBN 978-3-319-16500-4


Sim, Kevin (2014) Novel Hyper-heuristics Applied to the Domain of Bin Packing. PhD thesis, Edinburgh Napier University.


Hart, Emma and Sim, Kevin (2015) Roll Project Bin Packing Benchmark Problems. [Dataset] (Unpublished)

Hart, Emma and Sim, Kevin (2015) Roll Project Job Shop scheduling benchmark problems. [Dataset] (Unpublished)

Hart, Emma and Sim, Kevin (2015) Roll Project Rich Vehicle Routing benchmark problems. [Dataset] (Unpublished)

This list was generated on Sun Feb 7 17:34:51 2016 UTC.

Edinburgh Napier University is a registered Scottish charity. Registration number SC018373