Finding the Most Probable Nonnegative Solutions of Systems of Linear Algebraic Equations by the Maximum Likelihood Method

被引:0
|
作者
Antyufeev, V. S. [1 ]
机构
[1] Russian Acad Sci, Siberian Branch, Inst Computat Math & Math Geophys, Pr Akad Lavrenteva 6, Novosibirsk 630090, Russia
关键词
system of linear equations; nonnegative regularization; probability distribution; stochastic ensemble;
D O I
10.1134/S1995423913030026
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A probabilistic method of regularization is proposed. This method enables obtaining nonnegative solutions to systems of linear algebraic equations. A theorem of existence of the best possible solution is proved. A numerical example application of the method is given.
引用
收藏
页码:187 / 196
页数:10
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