Article
Niche harmony search algorithm for detecting complex disease associated high-order SNP combinations.
Scientific reports - 14 Sept 2017
Tuo Shouheng, Zhang Junying, Yuan Xiguo, He Zongzhen, Liu Yajun, Liu Zhaowen
Abstract excerpt
Genome-wide association study is especially challenging in detecting high-order disease-causing models due to model diversity, possible low or even no marginal effect of the model, and extraordinary search and computations. In this paper, we propose a niche harmony search algorithm where joint entropy is utilized as a heuristic factor to guide the search for low or no marginal effect model, and two...
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