Relaxation Equations with Stretched Non-local Operators: Renewals and Time-Changed Processes

Abstract We introduce and study renewal processes defined by means of extensions of the standard relaxation equation through “stretched” non-local operators (of order $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> and with parameter $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> ). In a first case, we obtain a generalization of the fractional Poisson process, which displays either infinite or finite expected waiting times between arrivals, depending on the parameter $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> . Therefore, the introduction in the operator of the non-homogeneous term driven by $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> allows us to regulate the transition between different regimes of our renewal process. We then consider a second-order relaxation-type equation involving the same operator, under different sets of conditions on the constants involved; for a particular choice of these constants, we prove that the corresponding renewal process is linked to the first one by convex combination of its distributions. We also discuss alternative models related to the same equations and their time-changed representation, in terms of the inverse of a non-decreasing process which generalizes the $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -stable Lévy subordinator.

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Publication Details

Journal
Journal of Theoretical Probability
Published
2026-02-23
DOI
https://doi.org/10.1007/s10959-025-01479-w
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
0.00

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article

Relaxation Equations with Stretched Non-local Operators: Renewals and Time-Changed Processes

Jayme Vaz, Nikolai N. Leonenko, Luisa Beghin
Journal of Theoretical Probability
Fractional Differential Equations Solutions
article

Relaxation Equations with Stretched Non-local Operators: Renewals and Time-Changed Processes

Jayme Vaz, Nikolai N. Leonenko, Luisa Beghin
article en

Abstract

Abstract We introduce and study renewal processes defined by means of extensions of the standard relaxation equation through “stretched” non-local operators (of order $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> and with parameter $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> ). In a first case, we obtain a generalization of the fractional Poisson process, which displays either infinite or finite expected waiting times between arrivals, depending on the parameter $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> . Therefore, the introduction in the operator of the non-homogeneous term driven by $$\gamma $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>γ</mml:mi> </mml:math> allows us to regulate the transition between different regimes of our renewal process. We then consider a second-order relaxation-type equation involving the same operator, under different sets of conditions on the constants involved; for a particular choice of these constants, we prove that the corresponding renewal process is linked to the first one by convex combination of its distributions. We also discuss alternative models related to the same equations and their time-changed representation, in terms of the inverse of a non-decreasing process which generalizes the $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -stable Lévy subordinator.

Journal of Theoretical ProbabilityVol. 39(2)
Universidade Estadual de Campinas (UNICAMP) (BR), Cardiff University (GB), Sapienza University of Rome (IT)
European Commission, Cardiff University, Fundação de Amparo à Pesquisa do Estado de São Paulo, Hrvatska Zaklada za Znanost, Engineering and Physical Sciences Research Council, Division of Mathematical Sciences
Openalex Percentile: Top 50%
Fractional Differential Equations Solutions
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