Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing
The purpose of this paper is to analyze solutions of a non-local nonlinear partial integro-differential equation (PIDE) in multidimensional spaces. Such class of PIDE often arises in financial modeling. We employ the theory of abstract semilinear parabolic equations in order to prove existence and u...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-06-01
|
Series: | Mathematics |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-7390/9/13/1463 |
id |
doaj-593e886e926742d4a6473863a148a912 |
---|---|
record_format |
Article |
spelling |
doaj-593e886e926742d4a6473863a148a9122021-07-15T15:41:21ZengMDPI AGMathematics2227-73902021-06-0191463146310.3390/math9131463Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option PricingDaniel Ševčovič0Cyril Izuchukwu Udeani1Department of Applied Mathematics and Statistics, Comenius University in Bratislava, Mlynská Dolina, 84248 Bratislava, SlovakiaDepartment of Applied Mathematics and Statistics, Comenius University in Bratislava, Mlynská Dolina, 84248 Bratislava, SlovakiaThe purpose of this paper is to analyze solutions of a non-local nonlinear partial integro-differential equation (PIDE) in multidimensional spaces. Such class of PIDE often arises in financial modeling. We employ the theory of abstract semilinear parabolic equations in order to prove existence and uniqueness of solutions in the scale of Bessel potential spaces. We consider a wide class of Lévy measures satisfying suitable growth conditions near the origin and infinity. The novelty of the paper is the generalization of already known results in the one space dimension to the multidimensional case. We consider Black–Scholes models for option pricing on underlying assets following a Lévy stochastic process with jumps. As an application to option pricing in the one-dimensional space, we consider a general shift function arising from a nonlinear option pricing model taking into account a large trader stock-trading strategy. We prove existence and uniqueness of a solution to the nonlinear PIDE in which the shift function may depend on a prescribed large investor stock-trading strategy function.https://www.mdpi.com/2227-7390/9/13/1463lévy measureoption pricingstrong kernelhölder continuitypartial integro-differential equationbessel potential spaces |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Daniel Ševčovič Cyril Izuchukwu Udeani |
spellingShingle |
Daniel Ševčovič Cyril Izuchukwu Udeani Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing Mathematics lévy measure option pricing strong kernel hölder continuity partial integro-differential equation bessel potential spaces |
author_facet |
Daniel Ševčovič Cyril Izuchukwu Udeani |
author_sort |
Daniel Ševčovič |
title |
Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing |
title_short |
Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing |
title_full |
Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing |
title_fullStr |
Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing |
title_full_unstemmed |
Multidimensional Linear and Nonlinear Partial Integro-Differential Equation in Bessel Potential Spaces with Applications in Option Pricing |
title_sort |
multidimensional linear and nonlinear partial integro-differential equation in bessel potential spaces with applications in option pricing |
publisher |
MDPI AG |
series |
Mathematics |
issn |
2227-7390 |
publishDate |
2021-06-01 |
description |
The purpose of this paper is to analyze solutions of a non-local nonlinear partial integro-differential equation (PIDE) in multidimensional spaces. Such class of PIDE often arises in financial modeling. We employ the theory of abstract semilinear parabolic equations in order to prove existence and uniqueness of solutions in the scale of Bessel potential spaces. We consider a wide class of Lévy measures satisfying suitable growth conditions near the origin and infinity. The novelty of the paper is the generalization of already known results in the one space dimension to the multidimensional case. We consider Black–Scholes models for option pricing on underlying assets following a Lévy stochastic process with jumps. As an application to option pricing in the one-dimensional space, we consider a general shift function arising from a nonlinear option pricing model taking into account a large trader stock-trading strategy. We prove existence and uniqueness of a solution to the nonlinear PIDE in which the shift function may depend on a prescribed large investor stock-trading strategy function. |
topic |
lévy measure option pricing strong kernel hölder continuity partial integro-differential equation bessel potential spaces |
url |
https://www.mdpi.com/2227-7390/9/13/1463 |
work_keys_str_mv |
AT danielsevcovic multidimensionallinearandnonlinearpartialintegrodifferentialequationinbesselpotentialspaceswithapplicationsinoptionpricing AT cyrilizuchukwuudeani multidimensionallinearandnonlinearpartialintegrodifferentialequationinbesselpotentialspaceswithapplicationsinoptionpricing |
_version_ |
1721298858838851584 |