Abstract
We consider a class of non-linear models in mathematical finance. The focus is on numerical study of Delta equation, where the unknown solution is the first spatial derivative of the option value. We also discuss the convergence to the viscosity solution. Newton’s and Picard’s iteration methods for solving the non-linear system of algebraic equations are proposed. Illustrative numerical examples are presented.
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References
Ankudinova, J., Ehrhardt, M.: On the numerical solution of nonlinear Black-Scholes equation. Comp. Math Appl. 56, 799–812 (2008)
Barles, G.: Convergence of numerical schemes for degenerate parabolic equations arising in finance. In: Rogers, L.C.G., Talay, D. (eds.) Numerical Methods in Finance. Cambridge University Press, Cambridge (1997)
Barles, G., Soner, M.-H.: Option pricing with transaction costs and a nonlinear Black-Scholes equation. Finance Stoch. 2, 369–397 (1998)
Company, R., Navarro, E., Pintos, J.R., Ponsoda, E.: Numerical solution of linear and nonlinear Black-Scholes option pricing equation. Comput. Math. Appl. 56, 813–821 (2008)
Forsyth, P., Vetzal, K.: Numerical methods for nonlinear PDEs in finance, handbook of computational finance. In: Duan, J.-C., Härdle, W.K., Gentle, J.E. (eds.) Part of the Series Springer Handbooks of Computational Statistics, pp. 503–528. Springer, Heidelberg (2011)
Haentjens, T., In’t Hout, K.J.: Alternating direction implicit finite difference schemes for the Heston-Hull-White partial differential equation. J. Comp. Fin. 16(1), 83–110 (2012)
Koleva, M.N.: Positivity preserving numerical method for non-linear Black-Scholes models. In: Dimov, I., Faragó, I., Vulkov, L. (eds.) NAA 2012. LNCS, vol. 8236, pp. 363–370. Springer, Heidelberg (2013). doi:10.1007/978-3-642-41515-9_40
Koleva, M.N., Valkov, R.L.: Two-grid algorithms for pricing American options by a penalty method, In: ALGORITMY 2016, Slovakia, Publishing House of Slovak University of Technology in Bratislava, pp. 275–284 (2016)
Koleva, M.N., Vulkov, L.G.: On splitting-based numerical methods for nonlinear models of European options. Int. J. Comput. Math. 3(5), 781–796 (2016)
Leland, H.E.: Option pricing and replication with transaction costs. J. Fin. 40, 1283–1301 (1985)
Lesmana, D.C., Wang, S.: An upwind finite difference method for a nonlinear Black-Scholes equation governing European option valuation under transaction costs. Appl. Math. Comput. 16, 8811–8828 (2013)
Rigal, A.: High order difference schemes for unsteady one-dimensional diffusion-convection problems. J. Comput. Phys. 114(1), 59–76 (1994)
Ševčovič, D., Stehlıková, B., Mikula, K.: Analytical and Numerical Methods for Pricing Financial Derivatives. Nova Science Publishers, New York (2011)
Ševčovič, D., Žitňanská, M.: Analysis of the nonlinear option pricing model under variable transaction costs. Asia-Pacific Finan. Markets. 23(2), 153–174 (2016)
Valkov, R.: Fitted strong stability-preserving schemes for the Black-Scholes-Barenblatt equation. Int. J. Comput. Math. 92(12), 2475–2497 (2015)
Valkov, R.: Predictor-Corrector balance method for the worst-case 1D option pricing. Comput. Methods Appl. Math. 16(1), 175–186 (2015)
Wang, S.: Anovel fitted finite volume method for the Black-Scholes equation governing option pricing. IMA J. Numer. Anal. 24, 699–720 (2004)
Acknowledgements
This research was supported by the European Union under Grant Agreement number 304617 (FP7 Marie Curie Action Project Multi-ITN STRIKE - Novel Methods in Computational Finance) and the Bulgarian National Fund of Science under Project I02/20-2014.
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Koleva, M.N., Vulkov, L.G. (2017). Computation of Delta Greek for Non-linear Models in Mathematical Finance. In: Dimov, I., Faragó, I., Vulkov, L. (eds) Numerical Analysis and Its Applications. NAA 2016. Lecture Notes in Computer Science(), vol 10187. Springer, Cham. https://doi.org/10.1007/978-3-319-57099-0_48
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DOI: https://doi.org/10.1007/978-3-319-57099-0_48
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