BBIOS: A Characterization of Evolutionary Algorithm Stability
| dc.contributor.author | Craven, Matthew | |
| dc.contributor.author | Martin, SP | |
| dc.contributor.editor | Bosman PAN | |
| dc.date.accessioned | 2017-07-20T17:30:35Z | |
| dc.date.available | 2017-07-20T17:30:35Z | |
| dc.date.issued | 2017-07-18 | |
| dc.identifier.isbn | 978-1-4503-4939-0 | |
| dc.identifier.uri | http://hdl.handle.net/10026.1/9635 | |
| dc.description.abstract |
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. | |
| dc.format.extent | 17-18 | |
| dc.language.iso | en | |
| dc.publisher | ACM | |
| dc.subject | Evolutionary algorithm | |
| dc.subject | dynamical system | |
| dc.subject | perturbation | |
| dc.subject | stability | |
| dc.title | BBIOS: A Characterization of Evolutionary Algorithm Stability | |
| dc.type | conference | |
| plymouth.author-url | https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000625865500009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=11bb513d99f797142bcfeffcc58ea008 | |
| plymouth.date-start | 2017-07-15 | |
| plymouth.date-finish | 2017-07-20 | |
| plymouth.publisher-url | https://doi.org/10.1145/3067695 | |
| plymouth.conference-name | GECCO 2017 | |
| plymouth.publication-status | Published | |
| plymouth.journal | GECCO 2017 Companion | |
| dc.identifier.doi | 10.1145/3067695.3082034 | |
| plymouth.organisational-group | /Plymouth | |
| plymouth.organisational-group | /Plymouth/Faculty of Science and Engineering | |
| plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA | |
| plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA/EXTENDED UoA 10 - Mathematical Sciences | |
| plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA/UoA10 Mathematical Sciences | |
| plymouth.organisational-group | /Plymouth/Users by role | |
| plymouth.organisational-group | /Plymouth/Users by role/Academics | |
| dc.publisher.place | Berlin, Germany | |
| dcterms.dateAccepted | 2017-04-27 | |
| dc.rights.embargoperiod | No embargo | |
| rioxxterms.versionofrecord | 10.1145/3067695.3082034 | |
| rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
| rioxxterms.licenseref.startdate | 2017-07-18 | |
| rioxxterms.type | Conference Paper/Proceeding/Abstract |
