Removing non-smoothness in solving Black-Scholes equation using a perturbation method

Endah R.M. Putri, Lutfi Mardianto, Amirul Hakam, Chairul Imron, Hadi Susanto

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Black-Scholes equation as one of the most celebrated mathematical models has an explicit analytical solution known as the Black-Scholes formula. Later variations of the equation, such as fractional or nonlinear Black-Scholes equations, do not have a closed form expression for the corresponding formula. In that case, one will need asymptotic expansions, such as the homotopy perturbation method, to give an approximate analytical solution. However, the solution is non-smooth at a special point. We modify the method by first performing variable transformations that push the point to infinity. As a test bed, we apply the method to the solvable Black-Scholes equation, where excellent agreement with the exact solution is obtained. We also extend our study to multi-asset basket and quanto options by reducing the cases to single-asset ones. Additionally we provide a novel analytical solution of the single-asset quanto option that is simple and different from the existing expression.

Original languageBritish English
Article number127367
JournalPhysics Letters, Section A: General, Atomic and Solid State Physics
Volume402
DOIs
StatePublished - 28 Jun 2021

Keywords

  • A homotopy perturbation method
  • Black-Scholes equations
  • European options
  • Multi-asset options

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