Better GP benchmarks: community survey results and proposals

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@Article{White:2013:GPEM,

• author = "David R. White and James McDermott and Mauro Castelli and Luca Manzoni and Brian W. Goldman and Gabriel Kronberger and Wojciech Jaskowski and Una-May O'Reilly and Sean Luke",
• title = "Better {GP} benchmarks: community survey results and proposals",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2013",
• volume = "14",
• number = "1",
• pages = "3--29",
• month = mar,
• keywords = "genetic algorithms, genetic programming, benchmarks, community survey",
• ISSN = "1389-2576",
• URL = "http://gpbenchmarks.org/wp-content/uploads/2014/09/GP-Benchmarks-GPEM-2013-preprint-correction-v2.pdf",
• URL = "https://dspace.mit.edu/handle/1721.1/104909",
• URL = "https://rdcu.be/c1FfZ",
• DOI = "doi:10.1007/s10710-012-9177-2",
• code_url = "http://gpbenchmarks.org/",
• size = "28 pages",
• 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 rigour. 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.",
• notes = "GP Benchmarks. Extension of \cite{McDermott:2012:GECCO}",

}

Genetic Programming entries for David Robert White James McDermott Mauro Castelli Luca Manzoni Brian W Goldman Gabriel Kronberger Wojciech Jaskowski Una-May O'Reilly Sean Luke

Citations