- author = "Miguel Nicolau and Marc Schoenauer and Wolfgang Banzhaf",
- title = "Evolving Genes to Balance a Pole",
- booktitle = "Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010",
- year = "2010",
- editor = "Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar",
- volume = "6021",
- series = "LNCS",
- pages = "196--207",
- address = "Istanbul",
- month = "7-9 " # apr,
- organisation = "EvoStar",
- publisher = "Springer",
- keywords = "genetic algorithms, genetic programming",
- isbn13 = "978-3-642-12147-0",
-
URL = "
https://arxiv.org/abs/1005.2815",
-
DOI = "
10.1007/978-3-642-12148-7_17",
- size = "13 pages",
- abstract = "We discuss how to use a Genetic Regulatory Network as an evolutionary representation to solve a typical GP reinforcement problem, the pole balancing. The network is a modified version of an Artificial Regulatory Network proposed a few years ago, and the task could be solved only by finding a proper way of connecting inputs and outputs to the network. We show that the representation is able to generalize well over the problem domain, and discuss the performance of different models of this kind.",
-
notes = "product proteines-> output signal, (250+250)-ES 1/5th
rule
Part of \cite{Esparcia-Alcazar:2010:GP} EuroGP'2010 held in conjunction with EvoCOP2010 EvoBIO2010 and EvoApplications2010",
