Context-aware on-line evolution

From Master Projects
Jump to: navigation, search


has title::Context-aware on-line evolution
status: ongoing
Master: project within::Computational Intelligence and Selforganisation
Supervision
Supervisor: Evert Haasdijk
Second reader: has second reader::Guszti Eiben
Company: has company::VU
Poster: has poster::Media:Media:Posternaam.pdf

Signature supervisor



..................................

Abstract

When applied to dynamic environments, evolutionary algorithms run the risk of "forgetting" solutions that work in some context that has dissappeared from view. When re-introduced to such forgotten contexts, the evolutionary algorithm then has to learn to cope with it all over again. This project investigates the possibility of a "context-aware" evolutionary algorithm to address this issue, particularly for on-line evolutionary robotics.