Autor:	Langdon, W. B.
Rok vydání:	2017
Předmět:	Computer Science - Neural and Evolutionary Computing
Druh dokumentu:	Working Paper
Popis:	We evolve binary mux-6 trees for up to 100000 generations evolving some programs with more than a hundred million nodes. Our unbounded Long-Term Evolution Experiment LTEE GP appears not to evolve building blocks but does suggests a limit to bloat. We do see periods of tens even hundreds of generations where the population is 100 percent functionally converged. The distribution of tree sizes is not as predicted by theory. Comment: Longer version of Langdon:2017:GECCO, July 2017, ACM, Berlin, RN/17/05 http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/research/Research_Notes/RN_17_05.pdf
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1703.08481 Zobrazit plný text záznamu View this record from Arxiv