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 and 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.2021.111394Additional 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
- Copyright (c) 2021 Elsevier Ltd. All rights reserved.