Distribution Fitting 4. Benford test on a sample of observed genotypes number from running of a genetic algorithm
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CONTRIBUTORS:
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JOURNAL:
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Bulletin of University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca. Agriculture,
66(1),
82 -
88.
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YEAR:
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2009
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PUB TYPE:
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Journal Article
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SUBJECT(S):
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distribution fitting; statistical agreement; genotypes number; genetic algorithm; survival strategy; selection strategy; Benford statistic
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DISCIPLINE:
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Agricultural and Food Sciences
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HTTP:
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LANGUAGE:
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English
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PUB ID:
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103-467-207
(Last edited on
2011/01/31 03:02:41 US/Mountain)
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SPONSOR(S):
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ABSTRACT:
A new designed genetic algorithm was run on experimental data obtained from measurements of octanol-water partition coefficients of a series of polychlorinated biphenils, in order to relate their structure with their activity. A family of molecular descriptors having all necessary ingredients to run a genetic algorithm on it characterized the structure. An experiment using different selection and survival strategies were conducted, when multiple runs were recorded and their results were analyzed. Total number and number of distinct of genotypes present in the generations leading to evolution were included in an analysis concerning the validity of data with Benford test, the methodology and the obtained results being given.
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