An Investigation of Hybrid Structural and Behavioral Diversity Methods in Genetic Programming

Author:

Burks Armand R.,Punch William F.

Publisher

Springer International Publishing

Reference27 articles.

1. Beadle, L., Johnson, C.: Semantically driven crossover in genetic programming. In: Wang, J. (ed.) Proceedings of the IEEE World Congress on Computational Intelligence, pp. 111–116. IEEE Computational Intelligence Society, IEEE Press, Hong Kong (2008). https://doi.org/10.1109/CEC.2008.4630784 . http://results.ref.ac.uk/Submissions/Output/1423275

2. Burke, E.K., Gustafson, S., Kendall, G.: Diversity in genetic programming: an analysis of measures and correlation with fitness. IEEE Trans. Evol. Comput. 8(1), 47–62 (2004). https://doi.org/10.1109/TEVC.2003.819263 . http://www.cs.nott.ac.uk/~smg/research/publications/gustafson-ieee2004-preprint.pdf

3. Burks, A.R., Punch, W.F.: An efficient structural diversity technique for genetic programming. In: Silva, S., Esparcia-Alcazar, A.I., Lopez-Ibanez, M., Mostaghim, S., Timmis, J., Zarges, C., Correia, L., Soule, T., Giacobini, M., Urbanowicz, R., Akimoto, Y., Glasmachers, T., Fernandez de Vega, F., Hoover, A., Larranaga, P., Soto, M., Cotta, C., Pereira, F.B., Handl, J., Koutnik, J., Gaspar-Cunha, A., Trautmann, H., Mouret, J.B., Risi, S., Costa, E., Schuetze, O., Krawiec, K., Moraglio, A., Miller, J.F., Widera, P., Cagnoni, S., Merelo, J., Hart, E., Trujillo, L., Kessentini, M., Ochoa, G., Chicano, F., Doerr, C. (eds.) GECCO ’15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp. 991–998. ACM, Madrid (2015). https://doi.org/10.1145/2739480.2754649 . http://doi.acm.org/10.1145/2739480.2754649

4. De Jong, K.A.: Analysis of the behavior of a class of genetic adaptive systems. Ph.D. thesis, University of Michigan, Computer and Communication Sciences Department (1975)

5. de Jong, E., Watson, R., Pollack, J.: Reducing bloat and promoting diversity using multi-objective methods. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2001, pp. 11–18. Morgan Kaufmann, New York (2001)

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