The Convergence and Boundedness of Solutions to SFDEs with the G-Framework

Generally, stochastic functional differential equations (SFDEs) pose a challenge as they often lack explicit exact solutions. Consequently, it becomes necessary to seek certain favorable conditions under which numerical solutions can converge towards the exact solutions. This article aims to delve i...

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Main Authors: Rahman Ullah, Faiz Faizullah, Quanxin Zhu
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/2/279
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author Rahman Ullah
Faiz Faizullah
Quanxin Zhu
author_facet Rahman Ullah
Faiz Faizullah
Quanxin Zhu
author_sort Rahman Ullah
collection DOAJ
description Generally, stochastic functional differential equations (SFDEs) pose a challenge as they often lack explicit exact solutions. Consequently, it becomes necessary to seek certain favorable conditions under which numerical solutions can converge towards the exact solutions. This article aims to delve into the convergence analysis of solutions for stochastic functional differential equations by employing the framework of G-Brownian motion. To establish the goal, we find a set of useful monotone type conditions and work within the space <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi mathvariant="double-struck">C</mi><mi>r</mi></msub><mrow><mo>(</mo><mrow><mo>(</mo><mo>−</mo><mo>∞</mo><mo>,</mo><mn>0</mn><mo>]</mo></mrow><mo>;</mo><msup><mi>R</mi><mi>n</mi></msup><mo>)</mo></mrow></mrow></semantics></math></inline-formula>. The investigation conducted in this article confirms the mean square boundedness of solutions. Furthermore, this study enables us to compute both <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msubsup><mi mathvariant="double-struck">L</mi><mi>G</mi><mn>2</mn></msubsup></semantics></math></inline-formula> and exponential estimates.
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spelling doaj.art-036f2f5c2d9c45b2ba4c0e9c402e52822024-01-26T17:32:49ZengMDPI AGMathematics2227-73902024-01-0112227910.3390/math12020279The Convergence and Boundedness of Solutions to SFDEs with the G-FrameworkRahman Ullah0Faiz Faizullah1Quanxin Zhu2School of Mathematics and Physics, Hubei Polytechnic University, Huangshi 435003, ChinaCollege of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad 44000, PakistanMOE-LCSM, School of Mathematics and Statistics, Hunan Normal University, Changsha 410081, ChinaGenerally, stochastic functional differential equations (SFDEs) pose a challenge as they often lack explicit exact solutions. Consequently, it becomes necessary to seek certain favorable conditions under which numerical solutions can converge towards the exact solutions. This article aims to delve into the convergence analysis of solutions for stochastic functional differential equations by employing the framework of G-Brownian motion. To establish the goal, we find a set of useful monotone type conditions and work within the space <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi mathvariant="double-struck">C</mi><mi>r</mi></msub><mrow><mo>(</mo><mrow><mo>(</mo><mo>−</mo><mo>∞</mo><mo>,</mo><mn>0</mn><mo>]</mo></mrow><mo>;</mo><msup><mi>R</mi><mi>n</mi></msup><mo>)</mo></mrow></mrow></semantics></math></inline-formula>. The investigation conducted in this article confirms the mean square boundedness of solutions. Furthermore, this study enables us to compute both <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msubsup><mi mathvariant="double-struck">L</mi><mi>G</mi><mn>2</mn></msubsup></semantics></math></inline-formula> and exponential estimates.https://www.mdpi.com/2227-7390/12/2/279G-Brownian motionexponential and <named-content content-type="inline-formula"><inline-formula> <mml:math display="block" id="mm300"> <mml:semantics> <mml:mrow> <mml:msubsup> <mml:mi mathvariant="double-struck">L</mml:mi> <mml:mi>G</mml:mi> <mml:mn>2</mml:mn> </mml:msubsup> </mml:mrow> </mml:semantics> </mml:math> </inline-formula></named-content> estimatesboundednessconvergence
spellingShingle Rahman Ullah
Faiz Faizullah
Quanxin Zhu
The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
Mathematics
G-Brownian motion
exponential and <named-content content-type="inline-formula"><inline-formula> <mml:math display="block" id="mm300"> <mml:semantics> <mml:mrow> <mml:msubsup> <mml:mi mathvariant="double-struck">L</mml:mi> <mml:mi>G</mml:mi> <mml:mn>2</mml:mn> </mml:msubsup> </mml:mrow> </mml:semantics> </mml:math> </inline-formula></named-content> estimates
boundedness
convergence
title The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
title_full The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
title_fullStr The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
title_full_unstemmed The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
title_short The Convergence and Boundedness of Solutions to SFDEs with the G-Framework
title_sort convergence and boundedness of solutions to sfdes with the g framework
topic G-Brownian motion
exponential and <named-content content-type="inline-formula"><inline-formula> <mml:math display="block" id="mm300"> <mml:semantics> <mml:mrow> <mml:msubsup> <mml:mi mathvariant="double-struck">L</mml:mi> <mml:mi>G</mml:mi> <mml:mn>2</mml:mn> </mml:msubsup> </mml:mrow> </mml:semantics> </mml:math> </inline-formula></named-content> estimates
boundedness
convergence
url https://www.mdpi.com/2227-7390/12/2/279
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