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Erschienen in:
2003 | OriginalPaper | Buchkapitel
New Entropy-Based Measures of Gene Significance and Epistasis
verfasst von : Dong-Il Seo, Yong-Hyuk Kim, Byung Ro Moon
Erschienen in: Genetic and Evolutionary Computation — GECCO 2003
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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A new framework to formulate and quantify the epistasis of a problem is proposed. It is based on Shannon’s information theory. With the framework, we suggest three epistasis-related measures: gene significance, gene epistasis, and problem epistasis. The measures are believed to be helpful to investigate both the individual epistasis of a gene group and the overall epistasis that a problem has. The experimental results on various well-known problems support it.