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Genetic Algorithms

Genetic Algorithms and Evolutionary Computing (B-KUL-H02D1A)


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  • D. Floreano, L. Keller, and D. N. Deorum, Evolution of adaptive behaviour in robots by means of darwinian selection, 2010.
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  • W. Spears and K. De Jong, “Using genetic algorithms for supervised concept learning”, in Tools for Artificial Intelligence, 1990.,Proceedings of the 2nd International IEEE Conference on, 1990, pp. 335–341. doi: 10. 1109/TAI.1990.130359.
  • J. Grefenstette, “Optimization of control parameters for genetic algorithms”, Systems, Man and Cybernet- ics, IEEE Transactions on, vol. 16, no. 1, pp. 122–128, 1986, issn: 0018-9472. doi: 10.1109/TSMC.1986. 289288.
  • B. McGinley, J. Maher, C. O’Riordan, and F. Morgan, “Maintaining healthy population diversity using adaptive crossover, mutation, and selection”, Evolutionary Computation, IEEE Transactions on, vol. 15, no. 5, pp. 692–714, 2011, issn: 1089-778X. doi: 10.1109/TEVC.2010.2046173.


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