Published November 2021 | Version v1
Journal article

Investigation of fractional order differential equation for boundary functional of a semi-Markov random walk process with negative drift and positive jumps

  • 1. Peoples' Friendship University of Russia, Moscow (Russian Federation)
  • 2. Institute of Mathematics and Mechanics of NAS of Azerbaijan, Baku (Azerbaijan)
  • 3. Institute of Control Systems of NAS of Azerbaijan, Baku (Azerbaijan)

Description

Semi-Markov processes established a rich framework for many real-world problems. Semi-Markov processes include Markov processes, Markov chains, renewal processes, Markov renewal processes, Poisson processes, birth and death processes, and etc. Since semi-Markov processes describe more complex mathematical models of various objects, in many cases the obtained mathematical models are investigated numerically. But in some cases it is possible to study such mathematical models using analytical methods. In the presented paper, the authors chose to do the second way. In this paper we study the semi-Markov random walk processes with negative drift and positive jumps. The random variable or the moment, at which the process for the time reaches in zero level is introduced. An integral equation for the Laplace transform of conditional distribution of this random variable is obtained. In this paper length of jump is given by the gamma distribution with parameters α and β resulting in a fractional order integral equation. In the class of gamma distributions, the resulting general integral equation of convolution type is reduced to a fractional order differential equation with constant coefficients. And also, the exact solution of the resulting fractional differential equation with constant coefficients has been found. Finally, using form of Laplace transform the expectation and variance of the random variable are found.

Availability note (English)

Available from http://dx.doi.org/10.1016/j.chaos.2021.111394

Additional details

Identifiers

DOI
10.1016/j.chaos.2021.111394;
PII
S0960077921007487;

Publishing Information

Journal Title
Chaos, Solitons and Fractals
Journal Volume
152
Journal Page Range
vp.
ISSN
0960-0779

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
54076235
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Descriptors DEI
DIFFERENTIAL EQUATIONS; EXACT SOLUTIONS; GRAPH THEORY; INTEGRAL EQUATIONS; LAPLACE TRANSFORMATION; MARKOV PROCESS; MATHEMATICAL MODELS; RANDOMNESS
Descriptors DEC
EQUATIONS; INTEGRAL TRANSFORMATIONS; MATHEMATICAL SOLUTIONS; MATHEMATICS; STOCHASTIC PROCESSES; TRANSFORMATIONS

Optional Information

Copyright
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