- author = "Andrew Turner and Julian Miller",
- title = "Cartesian Genetic Programming: Why No Bloat?",
- booktitle = "17th European Conference on Genetic Programming",
- year = "2014",
- editor = "Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. {Rivas Santos} and Kevin Sim",
- series = "LNCS",
- volume = "8599",
- publisher = "Springer",
- pages = "222--233",
- address = "Granada, Spain",
- month = "23-25 " # apr,
- organisation = "EvoStar",
- keywords = "genetic algorithms, genetic programming, Cartesian Genetic Programming: poster",
- isbn13 = "978-3-662-44302-6",
-
URL = "
http://www.andrewjamesturner.co.uk/files/EuroGP2014.pdf",
-
DOI = "
doi:10.1007/978-3-662-44303-3_19",
- size = "12 pages",
- abstract = "For many years now it has been known that Cartesian Genetic Programming (CGP) does not exhibit program bloat. Two possible explanations have been proposed in the literature: neutral genetic drift and length bias. We empirically disprove both of these and thus, reopens the question as to why CGP does not suffer from bloat. It has also been shown for CGP that using a very large number of nodes considerably increases the effectiveness of the search. we propose a new explanation as to why this may be the case.",
-
notes = "Poster:
http://andrewjamesturner.co.uk/files/EuroGPposter.pdf
Part of \cite{Nicolau:2014:GP} EuroGP'2014 held in conjunction with EvoCOP2014, EvoBIO2014, EvoMusArt2014 and EvoApplications2014",
