Academic Journal
Better GP benchmarks: community survey results and proposals
| العنوان: | Better GP benchmarks: community survey results and proposals |
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| المؤلفون: | McDermott, James, Castelli, Mauro, Manzoni, Luca, Kronberger, Gabriel, Jaśkowski, Wojciech, Luke, Sean, White, David R., Goldman, Brian W., O'Reilly, Una-May |
| المساهمون: | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory, O'Reilly, Una-May |
| المصدر: | Springer US |
| بيانات النشر: | Springer US |
| سنة النشر: | 2016 |
| المجموعة: | DSpace@MIT (Massachusetts Institute of Technology) |
| الوصف: | 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. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 1389-2576 1573-7632 |
| Relation: | http://dx.doi.org/10.1007/s10710-012-9177-2; Genetic Programming and Evolvable Machines; http://hdl.handle.net/1721.1/104909; White, David R. et al. “Better GP Benchmarks: Community Survey Results and Proposals.” Genetic Programming and Evolvable Machines 14.1 (2013): 3–29. |
| الاتاحة: | http://hdl.handle.net/1721.1/104909 |
| 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. ; Springer Science+Business Media New York |
| رقم الانضمام: | edsbas.8B8589F3 |
| قاعدة البيانات: | BASE |
| تدمد: | 13892576 15737632 |
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