期刊
GENETIC PROGRAMMING AND EVOLVABLE MACHINES
卷 14, 期 1, 页码 3-29出版社
SPRINGER
DOI: 10.1007/s10710-012-9177-2
关键词
Genetic programming; Benchmarks; Community survey
资金
- Scottish Informatics and Computer Science Alliance
- Irish Research Council
- Austrian Research Promotion Agency, Josef Ressel-centre Heureka!
- Polish Ministry of Science and Education [91-531/DS]
- Direct For Computer & Info Scie & Enginr
- Div Of Information & Intelligent Systems [0916870] Funding Source: National Science Foundation
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.
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