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Recovery of the time-dependent implied volatility of time fractional Black–Scholes equation using linearization technique

Sajad Iqbal, Yujie Wei

2021Journal of Inverse and Ill-Posed Problems12 citationsDOI

Abstract

Abstract This paper tries to examine the recovery of the time-dependent implied volatility coefficient from market prices of options for the time fractional Black–Scholes equation (TFBSM) with double barriers option. We apply the linearization technique and transform the direct problem into an inverse source problem. Resultantly, we get a Volterra integral equation for the unknown linear functional, which is then solved by the regularization method. We use <m:math xmlns:m="http://www.w3.org/1998/Math/MathML"> <m:msub> <m:mi>L</m:mi> <m:mn>1</m:mn> </m:msub> </m:math> {L_{1}} -forward difference implicit approximation for the forward problem. Numerical results using <m:math xmlns:m="http://www.w3.org/1998/Math/MathML"> <m:msub> <m:mi>L</m:mi> <m:mn>1</m:mn> </m:msub> </m:math> {L_{1}} -forward difference implicit approximation ( <m:math xmlns:m="http://www.w3.org/1998/Math/MathML"> <m:msub> <m:mi>L</m:mi> <m:mn>1</m:mn> </m:msub> </m:math> {L_{1}} -FDIA) for the inverse problem are also discussed briefly.

Topics & Concepts

LinearizationBlack–Scholes modelMathematicsRegularization (linguistics)Volatility (finance)InverseApplied mathematicsComputer sciencePhysicsNonlinear systemEconometricsQuantum mechanicsArtificial intelligenceGeometryFractional Differential Equations SolutionsStochastic processes and financial applicationsIterative Methods for Nonlinear Equations
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