Multi-dimensional G-Brownian motion and related stochastic calculus under G-expectation

We develop a notion of nonlinear expectation– G -expectation–generated by a nonlinear heat equation with infinitesimal generator G . We first study multi-dimensional G -normal distributions. With this nonlinear distribution we can introduce our G -expectation under which the canonical process is a m...

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Vydáno v:Stochastic processes and their applications Ročník 118; číslo 12; s. 2223 - 2253
Hlavní autor: Peng, Shige
Médium: Journal Article
Jazyk:angličtina
Vydáno: Amsterdam Elsevier B.V 01.12.2008
Elsevier
Edice:Stochastic Processes and their Applications
Témata:
ISSN:0304-4149, 1879-209X
On-line přístup:Získat plný text
Tagy: Přidat tag
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Abstract We develop a notion of nonlinear expectation– G -expectation–generated by a nonlinear heat equation with infinitesimal generator G . We first study multi-dimensional G -normal distributions. With this nonlinear distribution we can introduce our G -expectation under which the canonical process is a multi-dimensional G -Brownian motion. We then establish the related stochastic calculus, especially stochastic integrals of Itô’s type with respect to our G -Brownian motion, and derive the related Itô’s formula. We have also obtained the existence and uniqueness of stochastic differential equations under our G -expectation.
AbstractList We develop a notion of nonlinear expectation-G-expectation-generated by a nonlinear heat equation with infinitesimal generator G. We first study multi-dimensional G-normal distributions. With this nonlinear distribution we can introduce our G-expectation under which the canonical process is a multi-dimensional G-Brownian motion. We then establish the related stochastic calculus, especially stochastic integrals of Itô's type with respect to our G-Brownian motion, and derive the related Itô's formula. We have also obtained the existence and uniqueness of stochastic differential equations under our G-expectation.
We develop a notion of nonlinear expectation– G -expectation–generated by a nonlinear heat equation with infinitesimal generator G . We first study multi-dimensional G -normal distributions. With this nonlinear distribution we can introduce our G -expectation under which the canonical process is a multi-dimensional G -Brownian motion. We then establish the related stochastic calculus, especially stochastic integrals of Itô’s type with respect to our G -Brownian motion, and derive the related Itô’s formula. We have also obtained the existence and uniqueness of stochastic differential equations under our G -expectation.
Author Peng, Shige
Author_xml – sequence: 1
  givenname: Shige
  surname: Peng
  fullname: Peng, Shige
  email: peng@sdu.edu.cn
  organization: Institute of Mathematics, Shandong University, 250100, Jinan, China
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Issue 12
Keywords Itô’s formula
60H10
Jensen’s inequality
60H30
g -expectation
Itô’s integral
BSDE
Nonlinear probability theory
Quadratic variation process
Nonlinear expectation
Brownian motion
Gaussian process
G -normal distribution
SDE
60H05
Itô’s stochastic calculus
G -convexity
Heat equation
Gaussian distribution
Stochastic motion
Stochastic process
Stochastic integral
Non linear equation
Jensen's inequality
Distribution function
Convexity
G-convexity
Itô's stochastic calculus
G-normal distribution
Probability theory
50H10
G-expectation
Itô's formula
Itô formula
Stochastic calculus
Gaussian processes
Non linear theory
Itô's integral
Expectation
Application
Language English
License http://www.elsevier.com/open-access/userlicense/1.0
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OpenAccessLink https://dx.doi.org/10.1016/j.spa.2007.10.015
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PublicationSeriesTitle Stochastic Processes and their Applications
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Elsevier
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Snippet We develop a notion of nonlinear expectation– G -expectation–generated by a nonlinear heat equation with infinitesimal generator G . We first study...
We develop a notion of nonlinear expectation-G-expectation-generated by a nonlinear heat equation with infinitesimal generator G. We first study...
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SubjectTerms [formula omitted]-convexity
[formula omitted]-expectation
[formula omitted]-normal distribution
Brownian motion
BSDE
Distribution theory
Exact sciences and technology
g-expectation G-expectation G-normal distribution BSDE SDE Nonlinear probability theory Nonlinear expectation Brownian motion Ito's stochastic calculus Ito's integral Ito's formula Gaussian process Quadratic variation process Jensen's inequality G-convexity
Gaussian process
Itô’s formula
Itô’s integral
Itô’s stochastic calculus
Jensen’s inequality
Mathematics
Nonlinear expectation
Nonlinear probability theory
Probability and statistics
Probability theory and stochastic processes
Probability theory on algebraic and topological structures
Quadratic variation process
Sciences and techniques of general use
SDE
Stochastic analysis
Stochastic processes
Title Multi-dimensional G-Brownian motion and related stochastic calculus under G-expectation
URI https://dx.doi.org/10.1016/j.spa.2007.10.015
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