|
This article is cited in 2 scientific papers (total in 2 papers)
MATHEMATICS
On necessary conditions of probability limit theorems in finite algebras
A. D. Yashunskii Keldysh Institute of Applied Mathematics of Russian Academy of Sciences, Moscow, Russian Federation
Abstract:
We consider the conditions for a finite set with a given system of operations (a finite algebra) to be subject to a probability limit theorem, i.e., arbitrary computations with mutually independent random variables have value distributions that tend to a certain limit (limit law) as the number of random variables used in the computation grows. Such behavior may be seen as a generalization of the central limit theorem that holds for sums of continuous random variables. We show that the existence of a limit probability law in a finite algebra has strong implications for its set of operations. In particular, with some geometric exceptions excluded, the existence of a limit law without zero components implies that all operations in the algebra are quasigroup operations and the limit law is uniform.
Keywords:
finite algebra, random variable, limit theorem, quasigroup, uniform distribution.
Citation:
A. D. Yashunskii, “On necessary conditions of probability limit theorems in finite algebras”, Dokl. RAN. Math. Inf. Proc. Upr., 493 (2020), 47–50; Dokl. Math., 102:1 (2020), 301–303
Linking options:
https://www.mathnet.ru/eng/danma93 https://www.mathnet.ru/eng/danma/v493/p47
|
|