Stepwise Transition from Direct Encoding to Artificial Ontogeny in Neuroevolution.

Autor: Carbonell, Jaime G., Siekmann, Jörg, Almeida e Costa, Fernando, Rocha, Luis Mateus, Costa, Ernesto, Harvey, Inman, Coutinho, António, Inden, Benjamin
Zdroj: Advances in Artificial Life (9783540749127); 2007, p1182-1191, 10p
Abstrakt: There is a gap between neuroevolution systems employing artificial ontogeny and those being able to solve difficult control tasks. The NEON system builds on ideas of the well known NEAT neuroevolution system to make possible a stepwise transition from a direct encoding to complex genetic architectures using developmental processes. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index