Avoiding convergence in cooperative coevolution with novelty search

Cooperative coevolution is an approach for evolving solutions composed of coadapted components. Previous research has shown, however, that cooperative coevolutionary algorithms are biased towards stability: they tend to converge prematurely to equilibrium states, instead of converging to optimal or...

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Bibliographic Details
Main Author: Mariano, P. (author)
Other Authors: Christensen, A. L. (author), Gomes, J. (author)
Format: conferenceObject
Language:eng
Published: 2022
Subjects:
Online Access:http://hdl.handle.net/10071/25485
Country:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/25485