- author = "Robert Vanyi and Szilvia Zvada",
- title = "Avoiding syntactically incorrect individuals via parameterized operators applied on derivation trees",
- booktitle = "Proceedings of the 2003 Congress on Evolutionary Computation CEC2003",
- year = "2003",
- editor = "Ruhul Sarker and Robert Reynolds and Hussein Abbass and Kay Chen Tan and Bob McKay and Daryl Essam and Tom Gedeon",
- volume = "4",
- pages = "2791--2798",
- publisher = "IEEE Press",
- address = "Canberra",
- publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
- month = "8-12 " # dec,
- organisation = "IEEE Neural Network Council (NNC), Engineers Australia (IEAust), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE)",
- keywords = "genetic algorithms, genetic programming, context-free grammar, context-free language, derivation trees, evolutionary algorithm, parametrised operators, syntactically incorrect individuals, context-free languages, context-sensitive grammars, evolutionary computation, trees mathematics",
- ISBN = "0-7803-7804-0",
-
URL = "
http://www2.informatik.uni-erlangen.de/publication/download/vanyi_zvada_cec2003.ps.gz",
-
DOI = "
doi:10.1109/CEC.2003.1299442",
- size = "8 pages",
- abstract = "Evolutionary algorithms can be efficiently used to solve many different problems, without knowing much about the nature of the solution. One of the most appreciated property of these algorithms is simplicity. However, this simplicity causes an unguided nature; superfluous or even invalid individuals may be produced taking valuable time from the algorithm. In this paper a preliminary method is described for avoiding such individuals during the evolution of strings from a context-free language. Our method operates on the derivation trees of the underlying context-free grammar and keeps nevertheless the simplicity and randomness of the evolutionary algorithms. Though the system is designed for context-free languages, the method can be extended to higher level languages, too.",
-
notes = "CEC 2003 - A joint meeting of the IEEE, the IEAust,
the EPS, and the IEE.
Also known as \cite{1299442}",
