Stationary distributions under mutation-selection balance: Structure and properties

被引:43
作者
Burger, R [1 ]
Bomze, IM [1 ]
机构
[1] UNIV VIENNA, LSOC, A-1010 VIENNA, AUSTRIA
关键词
probability measures; Perron-Frobenius theory; integro-differential equations; positive operations; continuum-of-alleles;
D O I
10.2307/1427919
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A general model for the evolution of the frequency distribution of types in a population under mutation and selection is derived and investigated. The approach is sufficiently general to subsume classical models with a finite number of alleles, as well as models with a continuum of possible alleles as used in quantitative genetics. The dynamics of the corresponding probability distributions is governed by an integro-differential equation in the Banach space of Borel measures on a locally compact space. Existence and uniqueness of the solutions of the initial value problem is proved using basic semigroup theory. A complete characterization of the structure of stationary distributions is presented. Then, existence and uniqueness of stationary distributions is proved under mild conditions by applying operator theoretic generalizations of Perron-Frobenius theory. For an extension of Kingman's original house-of-cards model, a classification of possible stationary distributions is obtained.
引用
收藏
页码:227 / 251
页数:25
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