Fractional Genetic Programming for a More Gradual Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7642

@InProceedings{conf/csp/Rataj13,

• title = "Fractional Genetic Programming for a More Gradual Evolution",
• author = "Artur Rataj",
• booktitle = "Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming",
• editor = "Marcin S. Szczuka and Ludwik Czaja and Magdalena Kacprzak",
• publisher = "CEUR-WS.org",
• year = "2013",
• volume = "1032",
• pages = "371--382",
• series = "CEUR Workshop Proceedings",
• month = sep # " 25-27",
• address = "Warsaw, Poland",
• keywords = "genetic algorithms, genetic programming, real-coded genetic algorithm, evolutionary method, gradualism",
• bibdate = "2013-09-11",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/csp/csp2013.html#Rataj13",
• URL = "http://ceur-ws.org/Vol-1032",
• URL = "http://ceur-ws.org/Vol-1032/paper-32.pdf",
• size = "12 pages",
• abstract = "We propose a softening of a genetic program by the so-called fractional instructions. Thanks to their adjustable strengths, a new instruction can be gradually introduced to a program, and the other instructions may gradually adapt to the new member. In this way, a transformation of one candidate into another can be continuous. Such an approach makes it possible to take advantage of properties of real-coded genetic algorithms, but in the realm of genetic programming. We show, that the approach can be successfully applied to a precise generalisation of functions, including those exhibiting periodicity.",

}

Genetic Programming entries for Artur Rataj

Citations