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Study of nonhomogeneous linear second‐order discrete dynamical systems with uncertainties: Solution and stability with applications.

Authors :
Cortés, Juan‐Carlos
Navarro‐Quiles, Ana
Sferle, Sorina‐Madalina
Source :
Mathematical Methods in the Applied Sciences. 3/30/2024, Vol. 47 Issue 5, p3345-3360. 16p.
Publication Year :
2024

Abstract

We study, from a probabilistic standpoint, a full randomization of nonhomogeneous second‐order linear difference equations assuming that its data (initial conditions, coefficients, and forcing term) are random variables. Our analysis consists of computing the so‐called first probability density function of the solution, which is a stochastic process, and then analyzing the stability of the solution assuming that all data have an arbitrary joint probability density function. To achieve these goals, we take extensive advantage of the so‐called random variable transformation technique. The theoretical results extend their deterministic counterpart, and then, they have many applications in real‐world problems where uncertainty plays a key role. Our findings are first illustrated by means of several numerical examples, where different simulations are carried out, and, second, by means of a model belonging to biomathematics. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01704214
Volume :
47
Issue :
5
Database :
Academic Search Index
Journal :
Mathematical Methods in the Applied Sciences
Publication Type :
Academic Journal
Accession number :
176012237
Full Text :
https://doi.org/10.1002/mma.8210