Spectral Representations of Iterated Stochastic Integrals and Their Application for Modeling Nonlinear Stochastic Dynamics
نویسندگان
چکیده
Spectral representations of iterated Itô and Stratonovich stochastic integrals arbitrary multiplicity, including from Taylor–Itô Taylor–Stratonovich expansions, are obtained by the spectral method. They required for implementation numerical methods solving differential equations with high orders mean-square strong convergence. The purpose such is modeling nonlinear dynamics in many fields. This paper contains necessary theoretical results, as well results experiments.
منابع مشابه
Series of iterated quantum stochastic integrals
We consider series of iterated non-commutative stochastic integrals of scalar operators on the boson Fock space. We give a sufficient condition for these series to converge and to define a reasonable operator. An application of this criterion gives a condition for the convergence of some formal series of generalized integrator processes such as considered in [CEH]. .
متن کاملOn the combinatorics of iterated stochastic integrals
Abstract. This paper derives several identities for the iterated integrals of a general semimartingale. They involve powers, brackets, exponential and the stochastic exponential. Their form and derivations are combinatorial. The formulae simplify for continuous or finite-variation semimartingales, especially for counting processes. The results are motivated by chaotic representation of martinga...
متن کاملStochastic Integrals and Their Expectations
Stochastic calculus is famous for providing the foundations for modern mathematical finance and is also used extensively in a large number of other areas of applied probability. The introductory text by Øksendal [3] strikes an excellent balance between theory and accessibility. Here we give a very brief review of the underlying concepts. A central notion for stochastic calculus is that of a (co...
متن کاملNonlinear stochastic integrals for hyperfinite Lévy processes
We develop a notion of nonlinear stochastic integrals for hyperfinite Lévy processes, and use it to find exact formulas for expressions which are intuitively of the form Pt s=0 φ(ω, dls, s) and Qt s=0 ψ(ω, dls, s), where l is a Lévy process. These formulas are then applied to geometric Lévy processes, infinitesimal transformations of hyperfinite Lévy processes, and to minimal martingale measure...
متن کاملOn Some Inequalities of Local times of Iterated Stochastic Integrals
Let X = (Xt,Ft)t≥0 be a continuous local martingale with quadratic variation process 〈X〉 and X0 = 0. Define iterated stochastic integrals In(X) = (In(t, X),Ft) (n ≥ 0), inductively by
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematics
سال: 2023
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math11194047