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Path integral approach for time-dependent Hamiltonians with applications to derivative pricing.
Mark Stedman1, Luca Capriotti2
1Jain Global LLC, 510 Madison Avenue, New York, New York 10022, USA.
This study extends a semiclassical path integral method to price financial derivatives using time-dependent Hamiltonians. The approach accurately and efficiently prices complex models like the Black-Karasinski interest rate model.
Area of Science:
- Quantitative Finance
- Computational Physics
Background:
- Semiclassical path integral methods are established in physics.
- Existing methods struggle with time-dependent Hamiltonians in finance.
Purpose of the Study:
- Generalize semiclassical path integral approach for time-dependent Hamiltonians.
- Apply the method to financial derivative pricing.
- Evaluate accuracy and efficiency for intractable models.
Main Methods:
- Generalization of Giachetti-Tognetti and Feynman-Kleinert semiclassical path integral methods.
- Application to time-dependent Hamiltonians.
- Testing on the Black-Karasinski interest rate model.
Main Results:
- The generalized path integral approach accurately prices financial derivatives.
- Demonstrated effectiveness on the analytically intractable Black-Karasinski model.
- The method shows computational efficiency.
Conclusions:
- The generalized semiclassical path integral method is a viable alternative for derivatives pricing.
- Extends applicability to complex, time-dependent financial models.
- Offers accuracy and computational efficiency over traditional numerical schemes.
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