Solving the Kolmogorov PDE by means of deep learning

C Beck, S Becker, P Grohs, N Jaafari… - Journal of Scientific …, 2021 - Springer
Stochastic differential equations (SDEs) and the Kolmogorov partial differential equations
(PDEs) associated to them have been widely used in models from engineering, finance, and …

A graduate introduction to numerical methods

RM Corless, N Fillion - AMC, 2013 - Springer
This book is designed to be used by mathematicians, engineers, and computer scientists as
a graduate-level introduction to numerical analysis and its methods. Readers are expected …

[HTML][HTML] On the numerical solution of nonlinear Black–Scholes equations

J Ankudinova, M Ehrhardt - Computers & Mathematics with Applications, 2008 - Elsevier
Nonlinear Black–Scholes equations have been increasingly attracting interest over the last
two decades, since they provide more accurate values by taking into account more realistic …

A compact finite difference method for a general class of nonlinear singular boundary value problems with Neumann and Robin boundary conditions

P Roul, VMKP Goura, R Agarwal - Applied Mathematics and Computation, 2019 - Elsevier
In this paper, we develop and analyze a high order compact finite difference method (CFDM)
for solving a general class of two-point nonlinear singular boundary value problems with …

Pricing European and American options by radial basis point interpolation

JA Rad, K Parand, LV Ballestra - Applied Mathematics and Computation, 2015 - Elsevier
We propose the use of the meshfree radial basis point interpolation (RBPI) to solve the Black–
Scholes model for European and American options. The RBPI meshfree method offers …

A new fourth-order compact finite difference method for solving Lane-Emden-Fowler type singular boundary value problems

N Sahoo, R Singh, A Kanaujiya, C Cattani - Journal of Computational …, 2024 - Elsevier
We develop a novel fourth-order compact finite difference scheme to solve nonlinear
singular ordinary differential equations. Such problems occur in many fields of science and …

[HTML][HTML] A sixth order numerical method and its convergence for generalized Black–Scholes PDE

P Roul, VMKP Goura - Journal of Computational and Applied Mathematics, 2020 - Elsevier
The main aim of this paper is to construct a new computational approach for the numerical
solution of generalized Black–Scholes equation. In this approach, the temporal variable is …

[HTML][HTML] A new higher order compact finite difference method for generalised Black–Scholes partial differential equation: European call option

P Roul, VMKP Goura - Journal of Computational and Applied Mathematics, 2020 - Elsevier
This paper presents a high order numerical method based on a uniform mesh to obtain a
highly accurate result for generalized Black–Scholes equation arising in the financial …

An efficient numerical approach for solving three‐dimensional Black‐Scholes equation with stochastic volatility

E Ngondiep - Mathematical Methods in the Applied Sciences, 2024 - Wiley Online Library
This paper develops an efficient combined interpolation/finite element approach for solving
a three‐dimensional Black‐Scholes problem with stochastic volatility. The technique …

The homotopy perturbation method for the Black–Scholes equation

V Gülkaç - Journal of Statistical Computation and Simulation, 2010 - Taylor & Francis
The homotopy perturbation method is designed to obtain a quick and accurate solution to
the Black–Scholes equation and boundary conditions for a European option pricing …