| dc.contributor.author | McDermott, James | |
| dc.contributor.author | Castelli, Mauro | |
| dc.contributor.author | Manzoni, Luca | |
| dc.contributor.author | Kronberger, Gabriel | |
| dc.contributor.author | Jaśkowski, Wojciech | |
| dc.contributor.author | Luke, Sean | |
| dc.contributor.author | White, David R. | |
| dc.contributor.author | Goldman, Brian W. | |
| dc.contributor.author | O'Reilly, Una-May | |
| dc.date.accessioned | 2016-10-21T17:11:20Z | |
| dc.date.available | 2016-10-21T17:11:20Z | |
| dc.date.issued | 2012-12 | |
| dc.date.submitted | 2012-10 | |
| dc.identifier.issn | 1389-2576 | |
| dc.identifier.issn | 1573-7632 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/104909 | |
| dc.description.abstract | We present the results of a community survey regarding genetic programming benchmark practices. Analysis shows broad consensus that improvement is needed in problem selection and experimental rigor. While views expressed in the survey dissuade us from proposing a large-scale benchmark suite, we find community support for creating a “blacklist” of problems which are in common use but have important flaws, and whose use should therefore be discouraged. We propose a set of possible replacement problems. | en_US |
| dc.publisher | Springer US | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1007/s10710-012-9177-2 | en_US |
| dc.rights | Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. | en_US |
| dc.source | Springer US | en_US |
| dc.title | Better GP benchmarks: community survey results and proposals | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | White, David R. et al. “Better GP Benchmarks: Community Survey Results and Proposals.” Genetic Programming and Evolvable Machines 14.1 (2013): 3–29. | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory | en_US |
| dc.contributor.mitauthor | O'Reilly, Una-May | |
| dc.relation.journal | Genetic Programming and Evolvable Machines | en_US |
| dc.eprint.version | Author's final manuscript | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dc.date.updated | 2016-08-18T15:44:55Z | |
| dc.language.rfc3066 | en | |
| dc.rights.holder | Springer Science+Business Media New York | |
| dspace.orderedauthors | White, David R.; McDermott, James; Castelli, Mauro; Manzoni, Luca; Goldman, Brian W.; Kronberger, Gabriel; Jaśkowski, Wojciech; O’Reilly, Una-May; Luke, Sean | en_US |
| dspace.embargo.terms | N | en |
| mit.license | PUBLISHER_POLICY | en_US |
| mit.metadata.status | Complete | |
