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This paper examines the effect of cultural learning on a population of neural networks. We compare the genotypic and phenotypic diversity of populations employing only population learning and of populations using both population and cultural learning in a dynamic environment. We show that cultural learning is capable of achieving higher fitness levels and maintains a higher level of genotypic and phenotypic diversity.
Evolutionary Computation, 2005. The 2005 IEEE Congress on (Volume:3 )
Date of Conference: 2-5 Sept. 2005