Derivation of Multi-Asset Black-Scholes Differential Equations

K. Fahim*, A. U. Alfajriyah, E. R.M. Putri

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The Black-Scholes differential equations are extensively proposed in multi-asset option prices. Modelling of the Black-Scholes differential equation is generally completed by applying a ∆-hedging method, which could first-rate be accomplished on entire markets. Another technique, which is done in this work, is by first modelling multi-asset option prices in a backward stochastic differential equation. This study starts constructing a multi-asset portfolio which is written in BSDEs. The Feynman-Kac concept offers the relation between BSDEs and the Black-Scholes differential equations. Then we obtain a theorem which explains that the solution of BSDEs of multi-asset portfolios exists and is unique. It is also a solution to the Black-Scholes differential equations. Finally, in the last part of this work, we give some simulations of multi-asset option prices which are executed in a software.

Original languageEnglish
Pages (from-to)135-146
Number of pages12
JournalNonlinear Dynamics and Systems Theory
Volume24
Issue number2
Publication statusPublished - 2024

Keywords

  • Black-Scholes differential equations
  • Feynman-Kac theorem
  • backward stochastic differential equations (BSDEs)
  • multi-asset option
  • partial differential equations (PDEs)

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