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Kevin Sim
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A lifelong learning hyper-heuristic method for bin packing
K Sim, E Hart, B Paechter
Evolutionary computation 23 (1), 37-67, 2015
902015
A hyper-heuristic ensemble method for static job-shop scheduling
E Hart, K Sim
Evolutionary computation 24 (4), 609-635, 2016
862016
Use of machine learning techniques to model wind damage to forests
E Hart, K Sim, K Kamimura, C Meredieu, D Guyon, B Gardiner
Agricultural and forest meteorology 265, 16-29, 2019
582019
A research agenda for metaheuristic standardization
J Swan, S Adriaensen, M Bishr, EK Burke, JA Clark, P De Causmaecker, ...
Proceedings of the XI metaheuristics international conference, 1-3, 2015
542015
A hyper-heuristic classifier for one dimensional bin packing problems: Improving classification accuracy by attribute evolution
K Sim, E Hart, B Paechter
Parallel Problem Solving from Nature-PPSN XII: 12th International Conference …, 2012
402012
Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model
K Sim, E Hart
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
392013
A combined generative and selective hyper-heuristic for the vehicle routing problem
K Sim, E Hart
Proceedings of the Genetic and Evolutionary Computation Conference 2016 …, 2016
332016
Algorithm selection using deep learning without feature extraction
M Alissa, K Sim, E Hart
Proceedings of the Genetic and Evolutionary Computation Conference, 198-206, 2019
312019
An improved immune inspired hyper-heuristic for combinatorial optimisation problems
K Sim, E Hart
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
312014
A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector
E Hart, K Sim, B Gardiner, K Kamimura
Proceedings of the Genetic and Evolutionary Computation Conference, 1121-1128, 2017
252017
On constructing ensembles for combinatorial optimisation
E Hart, K Sim
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
202017
On the life-long learning capabilities of a nelli*: A hyper-heuristic optimisation system
E Hart, K Sim
Parallel Problem Solving from Nature–PPSN XIII: 13th International …, 2014
172014
Building a stage 1 computer aided detector for breast cancer using genetic programming
C Ryan, K Krawiec, UM O’Reilly, J Fitzgerald, D Medernach
Genetic Programming: 17th European Conference, EuroGP 2014, Granada, Spain …, 2014
152014
Learning to solve bin packing problems with an immune inspired hyper-heuristic.
K Sim, E Hart, B Paechter
152013
Ksats-hh: A simulated annealing hyper-heuristic with reinforcement learning and tabu-search
K Sim
URL http://www. asap. cs. nott. ac. uk/external/chesc2011/entries/sim-chesc. pdf, 2011
112011
Automated algorithm selection: from feature-based to feature-free approaches
M Alissa, K Sim, E Hart
Journal of Heuristics 29 (1), 1-38, 2023
82023
Applications of evolutionary computation
AM Mora, G Squillero, C Di Chio, A Agapitos, S Cagnoni, C Cotta, ...
Springer International Publishing Switzerland, 2015
82015
A real-world employee scheduling and routing application
E Hart, K Sim, N Urquhart
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
82014
A deep learning approach to predicting solutions in streaming optimisation domains
M Alissa, K Sim, E Hart
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 157-165, 2020
52020
A new rich vehicle routing problem model and benchmark resource
K Sim, E Hart, N Urquhart, T Pigden
Advances in evolutionary and deterministic methods for design, optimization …, 2019
52019
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