Entropy Analysis of the Genetic Sequence of Six Species

Tenreiro Machado, J. A.

http://hdl.handle.net/10400.22/13565

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Autores

Tenreiro Machado, J. A.

Resumo(s)

This paper studies the genetic sequence of six species and describes a formulation of quantifying scheme inspired in the state space representation. The information of each chromosome is translated into a two dimensional plot and converted into an histogram. The information is then analysed by two methods, namely with Shannon entropy and mutual information, or the Jensen-Shannon divergence and map visualization using multidimensional scaling. Some similarity of the information content shows that scale is relevant. Therefore, the consideration of each chromosome length helps in getting a more clear picture of the species characteristics.

Palavras-chave

Biology computing Cellular biophysics DNA Entropy Genetics Molecular biophysics

URI

http://hdl.handle.net/10400.22/13565

Editora

Institute of Electrical and Electronics Engineers

DOI

10.1109/NSC.2012.6304742

Coleções

ISEP – DEE – Comunicações em eventos científicos

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