Grammatical evolution
| Název práce v češtině: | Gramatická evoluce |
|---|---|
| Název v anglickém jazyce: | Grammatical evolution |
| Akademický rok vypsání: | 2008/2009 |
| Typ práce: | bakalářská práce |
| Jazyk práce: | angličtina |
| Ústav: | Katedra softwaru a výuky informatiky (32-KSVI) |
| Vedoucí / školitel: | RNDr. František Mráz, CSc. |
| Řešitel: | skrytý - zadáno a potvrzeno stud. odd. |
| Datum přihlášení: | 20.04.2009 |
| Datum zadání: | 20.04.2009 |
| Datum a čas obhajoby: | 15.09.2009 00:00 |
| Datum odevzdání elektronické podoby: | 15.09.2009 |
| Datum proběhlé obhajoby: | 15.09.2009 |
| Oponenti: | RNDr. Jiří Iša |
| Zásady pro vypracování |
| Grammatical evolution (GE) is a biologically-inspired evolutionary optimization algorithm. The goal of this thesis is to develop a framework for testing grammatical evolution as an optimization algorithm. The results of the thesis will consists of the implemented framework for GE and several benchmark application of GE such as symbolic regression and some novel ones. Focus will be put on clean, well-documented implementation and informative output of results both of which are lacking in the existing solutions. The results and all techniques and parameters used in experiments will be carefully documented and compared to existing research.
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| Seznam odborné literatury |
| [1] O'NEILL, Michael, RYAN, Conor. Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language. 1st edition, Springer, 2003.
[2] I. Dempsey, A. Brabazon, and M. O'Neill: A Grammatical Genetic Programming Representation for Radial Basis Function Networks. In A. Abraham, C. Grosan and W. Pedrycz (Eds.): Engineering Evolutionary Intelligent Systems, Studies in Computational Intelligence (SCI), Vol. 82, 2008, p. 325-335. [3] R. Poli, W. B. Langdon, N. Freitag McPhee: A Field Guide to Genetic Programming. Lulu Enterprises, UK Ltd, 2008, (online http://www.gp-field-guide.org.uk/). |