BBIOS: A Characterization of Evolutionary Algorithm Stability
Date
2017-07-18Author
Craven, Matthew
Martin, SP
Subject
Evolutionary algorithm dynamical system perturbation stability
Metadata
Show full item recordAbstract
We report preliminary results of linking distinct parameter metrics and stability via a novel dynamical system stability characterization (BBIOS). We conduct EA trials to determine the extent of EA stability in parameter space neighborhoods defined by metrics. We capture EA performance loss due to perturbation.
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Publisher
ACM
Place of Publication
Berlin, Germany
Editor
Bosman PAN
Journal
GECCO 2017 Companion
Pagination
17-18
Conference name
GECCO 2017
Start date
2017-07-15
Finish date
2017-07-20
Publisher URL
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