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HEREDITAS ›› 2006, Vol. 28 ›› Issue (3): 324-328.

• 研究报告 • Previous Articles     Next Articles

Study on the Maximum Entropy Principle and Population Genetic Equilibrium

ZHANG Hong-Li1,2,, ZHANG Hong-Yan3   

  1. 1. Mathematics Department , Heilongjiang August First Land Reclamation Agriculture University , Daqing 163319, China ;
     2. School of Information Science and Engineering , Northeastern University , Shenyang 110004 , China ;
     3. College of Life Sci-Tech , Heilongjiang August First Land Reclamation Agriculture University , Daqing 163319,China
  • Received:2005-02-10 Revised:2005-05-29 Online:2006-03-10 Published:2006-03-10
  • Contact: HongLi Zhang

Abstract:  A general mathematic model of population genetic equilibrium about one locus was constructed based on the maximum entropy principle by WANG Xiao-Long et al. They proved that the maximum solve of the model was just the frequency distribution that a population reached Hardy-Weinberg genetic equilibrium. It can suggest that a population reached Hardy-Weinberg genetic equilibrium when the genotype entropy of the population reached the maximal possible value, and that the frequency distribution of the maximum entropy was equivalent to the distribution of Hardy-Weinberg equilibrium law about one locus. They further assumed that the frequency distribution of the maximum entropy was equivalent to all genetic equilibrium distributions. This is incorrect, however. The frequency distribution of the maximum entropy was only equivalent to the distribution of Hardy-Weinberg equilibrium with respect to one locus or several limited loci. The case with regard to limited loci was proved in this paper. Finally we also discussed an example where the maximum entropy principle was not the equivalent of other genetic equilibria.

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