Numerical methods for stochastic Volterra integral equations with weakly singular kernels
نویسندگان
چکیده
Abstract In this paper we first establish the existence, uniqueness and Hölder continuity of solution to stochastic Volterra integral equations (SVIEs) with weakly singular kernels, singularities $\alpha \in (0, 1)$ for drift term $\beta 1/2)$ term. Subsequently, propose a $\theta $-Euler–Maruyama scheme Milstein solve numerically obtain strong rates convergence both schemes in $L^{p}$ norm any $p\geqslant 1$. For rate is $\min \big\{1-\alpha ,\frac{1}{2}-\beta \big\}~ $ \{1-\alpha ,1-2\beta \}$. These results on are significantly different from those it similar SVIEs regular kernels. The source difficulty lack Itô formula equations. To get around use Taylor subsequently carrying out sophisticated analysis equation.
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ژورنال
عنوان ژورنال: Ima Journal of Numerical Analysis
سال: 2021
ISSN: ['1464-3642', '0272-4979']
DOI: https://doi.org/10.1093/imanum/drab047