- author = "David Jackson",
- title = "A New, Node-Focused Model for Genetic Programming",
- booktitle = "Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012",
- year = "2012",
- month = "11-13 " # apr,
- editor = "Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
- series = "LNCS",
- volume = "7244",
- publisher = "Springer Verlag",
- address = "Malaga, Spain",
- pages = "49--60",
- organisation = "EvoStar",
- isbn13 = "978-3-642-29138-8",
-
DOI = "
doi:10.1007/978-3-642-29139-5_5",
- size = "12 pages",
- keywords = "genetic algorithms, genetic programming, Graph-based representation",
- abstract = "We introduce Single Node Genetic Programming (SNGP), a new graph-based model for genetic programming in which every individual in the population consists of a single program node. Function operands are other individuals, meaning that the graph structure is imposed externally on the population as a whole, rather than existing within its members. Evolution is via a hill-climbing mechanism using a single reversible operator. Experimental results indicate substantial improvements over conventional GP in terms of solution rates, efficiency and program sizes.",
-
notes = "
SNGP, 6-mux, parity, symbolic regression.
Cited by \cite{kubalik2017enhanced}
Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012 and EvoApplications2012",
