Literature DB >> 20146021

Replicator equations and the principle of minimal production of information.

G P Karev1.   

Abstract

Many complex systems in mathematical biology and other areas can be described by the replicator equation. We show that solutions of a wide class of replicator equations minimize the KL-divergence of the initial and current distributions under time-dependent constraints, which in their turn, can be computed explicitly at every instant due to the system dynamics. Therefore, the Kullback principle of minimum discrimination information, as well as the maximum entropy principle, for systems governed by the replicator equations can be derived from the system dynamics rather than postulated. Applications to the Malthusian inhomogeneous models, global demography, and the Eigen quasispecies equation are given.

Mesh:

Year:  2010        PMID: 20146021     DOI: 10.1007/s11538-009-9484-9

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  4 in total

1.  Mathematical Modeling of Extinction of Inhomogeneous Populations.

Authors:  G P Karev; I Kareva
Journal:  Bull Math Biol       Date:  2016-04-18       Impact factor: 1.758

2.  Critical transition between cohesive and population-dividing responses to change.

Authors:  Rachata Muneepeerakul; Murad R Qubbaj; Rimjhim M Aggarwal; John M Anderies; Marco A Janssen
Journal:  J R Soc Interface       Date:  2012-07-18       Impact factor: 4.118

3.  How Does a Divided Population Respond to Change?

Authors:  Murad R Qubbaj; Rachata Muneepeerakul; Rimjhim M Aggarwal; John M Anderies
Journal:  PLoS One       Date:  2015-07-10       Impact factor: 3.240

4.  Parabolic replicator dynamics and the principle of minimum Tsallis information gain.

Authors:  Georgy P Karev; Eugene V Koonin
Journal:  Biol Direct       Date:  2013-08-11       Impact factor: 4.540

  4 in total

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