Replicator Equations and the Principle of Minimal Production of Information

被引:21
|
作者
Karev, G. P. [1 ]
机构
[1] NIH, Lockheed Martin MSD, Bethesda, MD 20894 USA
关键词
Production of information; KL-divergence; Replicator equation; Global demography; Quasispecies equation; ENTROPY; SELECTION; THEOREM;
D O I
10.1007/s11538-009-9484-9
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:1124 / 1142
页数:19
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