Conference Publication Details
Mandatory Fields
Curran, D,O'Riordan, C,IEEE
Cultural learning and diversity in a changing environment
2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS
2005
May
Published
1
()
Optional Fields
1945
1950
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.
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