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4. Evolutionary Algorithms and Automated Design

References

Barros, R. C., Basgulapp, M. P., de Carvalho, A. C., Freitas, A. A. (2012) A Hyper-Heuristic Evolutionary Algorithm for Automatically Designing Decision-Tree Algorithms. In proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation (GECCO '12), 1237-1244. 

Barros, R.C., Basgalupp, M.P., de Carvalho, A.C.P.L.F., Freitas, A.A. (2013) Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evolutionary Computation, Vol. 21, No. 4, 6 November, pp. 659-684. 

Barros, R.C., Basgalupp, M.P., de Carvalho, A.C.P.L.F., Freitas, A.A. (2014) Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets. IEEE Transactions on Evolutionary Computation, Vol. 18, No. 6, December 2014, pp. 873-892. 

Barros, R. C., Basgulapp, M. P., de Carvalho, A. C., Freitas, A. A. (2013) Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evolutionary Computation, 21(4), 659-684. 

Furtuna, R., Curteanu, S., Leon, F. (2012) Multi-Objective Optimization of a Stacked Neural Network Using an Evolutionary Algorithm Hyper-Heuristic. Applied Soft Computing, 2(2012), pp. 133-144. 

Furtuna, R., Curteanu, S., Leon, F. (2012) Multi-Objective Optimization of a Stacked Neural Network Using an Evolutionary Algorithm Hyper-Heuristic. Applied Soft Computing, 2(2012), pp. 133-144. 

Hong, L., Woodward, J., Li, J., Ozcan, E. (2013) Automated Design of Probability Distributionsas Mutation Operators for Evolutionary Programming Using Genetic Programming. In proceedings of EuroGP 2013, Lecture Notes in Computer Science, 7831, pp. 85-96. 

Lourenco, N., Pereira, F.B., Costa, E. (2013) The Importance of Learning Conditions in Hyper-Heuristics. In proceedings of GECCO '13, July 2013, Amsterdam, 1525-1532. 

Marshall, R.J., Johnston, M., Zhang, M. (2014) Hyper-Heuristics, Grammatical Evolution and the Capacitated Vehicle Routing Problem. In proceedings of GECCO '14, Vancouver, Canada, pp. 71-72. 

Martin, A.M., Tauritz, D.R. (2014) Multi-Sample Evolution of Robust Black-Box Search Algorithms. In proceedings of GECCO '14, Vancouver, Canada, pp. 195-196. 

Nyathi, T., Pillay, N. (2017) Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm. EvoApplications, Part II, Lecture Notes of Computer Science, 10200, 1-16.

Tavares, J., Pereira, F. B. (2012) Automatic Design of Ant Algorithms with Grammatical Evolution. Genetic Programming, Lecture Notes in Computer Science, 7244, 206-217. 












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