Semigroup theory for pricing currency options driven by fractional Brownian motion

Abstract We study the pricing of European currency options in a financial market where the exchange rate follows a fractional Brownian motion with Hurst parameter H ∈ (0, 1). Since fractional Brownian motion is not a semimartingale, standard arbitrage pricing techniques cannot be directly applied. To address this, we reformulate the pricing problem as an abstract Cauchy problem and analyze it using semigroup theory. We establish sufficient conditions for the existence and uniqueness of mild solutions to the resulting partial differential equations. This approach provides a mathematically rigorous framework for option valuation in markets with memory effects. The theoretical results are supported by numerical simulations.

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Publication Details

Journal
Journal of Nonlinear Complex and Data Science
Published
2025-10-01
DOI
https://doi.org/10.1515/jncds-2024-0105
Primary Topic
Stochastic processes and financial applications
Type
article
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article

Semigroup theory for pricing currency options driven by fractional Brownian motion

Tareq Saeed, Javed Hussain, Munawar Ali, Waseem Gadehi
Journal of Nonlinear Complex and Data Science
Stochastic processes and financial applications
article

Semigroup theory for pricing currency options driven by fractional Brownian motion

Tareq Saeed, Javed Hussain, Munawar Ali, Waseem Gadehi
article en

Abstract

Abstract We study the pricing of European currency options in a financial market where the exchange rate follows a fractional Brownian motion with Hurst parameter H ∈ (0, 1). Since fractional Brownian motion is not a semimartingale, standard arbitrage pricing techniques cannot be directly applied. To address this, we reformulate the pricing problem as an abstract Cauchy problem and analyze it using semigroup theory. We establish sufficient conditions for the existence and uniqueness of mild solutions to the resulting partial differential equations. This approach provides a mathematically rigorous framework for option valuation in markets with memory effects. The theoretical results are supported by numerical simulations.

Journal of Nonlinear Complex and Data ScienceVol. 26(6)
Florida State University (US), King Abdul Aziz University Hospital (SA), Sukkur IBA University (PK)
Openalex Percentile: Top 58%
Stochastic processes and financial applications
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Semigroup theory for pricing currency options driven by fractional Brownian motion — Tareq Saeed, Javed Hussain, et al. · Journal of Nonlinear Complex and Data Science (2025) | TGRS Research Map | TGRS