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Adaptive Finite Element Methods For Local Volatility European Option Pricing

Author

Listed:
  • ALEXANDRE ERN

    (CERMICS, Ecole nationale des ponts et chaussées, 6 et 8 avenue Blaise Pascal, 77455 Marne la Vallée cedex 2, France)

  • STÉPHANE VILLENEUVE

    (Université d'Evry Val d'Essonne, Equipe d'Analyse et de Probabilité, Boulevard F. Mitterand, 91 025 Evry cedex, France)

  • ANTONINO ZANETTE

    (Dipartimento di Finanza dell'Impresa, e dei Mercati Finanziari, Università di Udine, via Tomadini 30/A, Udine, Italy)

Abstract

We investigate finite element discretizations using functions that are discontinuous in time and continuous in space for European options with local volatility Black–Scholes models. We present ana posteriorierror estimate where a user-specified functional of the error is controlled by the inner product of the finite element residual with the solution of a dual problem that involves the density of the target functional as prescribed data. Examples of error functionals are discussed in the context of either option pricing or volatility calibration from market data. Thea posteriorierror estimator is then localized onto the space-time cells of the computational mesh and implemented in the framework of an adaptive mesh refinement/derefinement algorithm which provides some form of optimal compromise between accuracy requirements and computational costs. Numerical examples illustrate the efficiency of the proposed methodology.

Suggested Citation

  • Alexandre Ern & Stéphane Villeneuve & Antonino Zanette, 2004. "Adaptive Finite Element Methods For Local Volatility European Option Pricing," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 7(06), pages 659-684.
  • Handle: RePEc:wsi:ijtafx:v:07:y:2004:i:06:n:s0219024904002669
    DOI: 10.1142/S0219024904002669
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