A String Representation Methodology to Generate Syntactically Valid Genetic Programs

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@InProceedings{WSEAS_286_Torres,

• author = "Socrates Torres and Monica Larre and Josi Torres",
• title = "A String Representation Methodology to Generate Syntactically Valid Genetic Programs",
• year = "2002",
• month = "12-16 " # may,
• booktitle = "WSEAS IMCCAS-ISA-SOSM and MEM-MCP",
• pages = "2861--2866",
• address = "Cancun, Mexico",
• organisation = "The World Scientific and Engineering Academy and Society (WSEAS)",
• keywords = "genetic algorithms, genetic programming, String Representation, Symbolic Regression",
• URL = "http://www.wseas.us/e-library/conferences/mexico2002/papers/286.pdf",
• size = "6 pages",
• abstract = "The need to generate not only syntactically valid Genetic Programs but also programs which remain syntactically valid, even after the applying of the crossover and the mutation operators is crucial for the good evolving of the genetic programs. In this sense, programs shall be represented such way that constants, variables and operators inherent to the problem be correctly represented during all the evolving process long. Actually, a string representation does not get the above requirements due to the syntactically wrong programs produced by genetic operators. This paper propose a String Representation Methodology to generate syntactically valid Genetic Programs. The Symbolic Regression is the area which is showed our representation.",
• notes = "???Also published in WSEAS TRANSACTIONS on SYSTEMS Issue 2, Volume 1, April 2002 ISSN 1109-2777,pages 290--295???",

}

Genetic Programming entries for Socrates Torres Monica Larre Josi Torres

Citations