Literature DB >> 22683715

A survey of application: genomics and genetic programming, a new frontier.

Mohammad Wahab Khan1, Mansaf Alam.   

Abstract

The aim of this paper is to provide an introduction to the rapidly developing field of genetic programming (GP). Particular emphasis is placed on the application of GP to genomics. First, the basic methodology of GP is introduced. This is followed by a review of applications in the areas of gene network inference, gene expression data analysis, SNP analysis, epistasis analysis and gene annotation. Finally this paper concluded by suggesting potential avenues of possible future research on genetic programming, opportunities to extend the technique, and areas for possible practical applications.
Copyright © 2012 Elsevier Inc. All rights reserved.

Mesh:

Year:  2012        PMID: 22683715     DOI: 10.1016/j.ygeno.2012.05.014

Source DB:  PubMed          Journal:  Genomics        ISSN: 0888-7543            Impact factor:   5.736


  1 in total

1.  From Heuristic to Mathematical Modeling of Drugs Dissolution Profiles: Application of Artificial Neural Networks and Genetic Programming.

Authors:  Aleksander Mendyk; Sinan Güres; Renata Jachowicz; Jakub Szlęk; Sebastian Polak; Barbara Wiśniowska; Peter Kleinebudde
Journal:  Comput Math Methods Med       Date:  2015-05-26       Impact factor: 2.238

  1 in total

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