The initial population is constructed by choosing a predefined n major and minor SNP pairs, where a major SNP is randomly selected from a list of marginally significant SNPs detected by the first type of ANOVA models and a minor SNP is randomly selected from a list of marginally non-significant SNPs.
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Identification of expression quantitative trait loci by the interaction analysis using genetic algorithm.
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