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Two-Grid Decoupled Method for a Black-Scholes Increased Market Volatility Model

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Numerical Methods and Applications (NMA 2014)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8962))

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Abstract

In this paper we consider a pricing model that predicts increased implied volatility with minimal assumptions beyond those of the Black-Scholes theory. It is described by systems of nonlinear Black-Scholes equations. We propose a two-grid algorithm that consists of two steps: solving the coupled Partial Differential Equations (PDEs) problem on a coarse grid and then solving a number of decoupled sub-problems on a fine mesh by using the coarse grid solution to linearise each PDE of the system. Numerical experiments illustrate the efficiency of the method and validate the related theoretical analysis.

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References

  1. Bordag, L.A.: Pricing options in illiquid markets: optimal systems, symmetry reductions and exact solutions. Lobachevskii J. Math. 31(2), 90–99 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  2. Company, R., Jódar, L., Fakharany, M., Casabán, M.-C.: Removing the correlation term in option pricing heston model: numerical analysis and computing. Abstr. Appl. Anal. 2013, Article ID 246724, 11 pp. (2013)

    Google Scholar 

  3. Ehrhardt, M. (ed.): Nonlinear Models in Mathematical Finance: Research Trends in Option Pricing. Nova Science Publishers, New York (2009)

    Google Scholar 

  4. Heider, P.: Numerical methods for non-linear Black-Scholes equations. Appl. Math. Finance 17(1), 59–81 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  5. Jin, J., Shu, S., Xu, J.: A two-grid discretization method for decoupling systems of partial differential equations. Math. Comp. 75, 1617–1626 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  6. Jovanovic, B., Koleva, M.N., Vulkov, L.G.: Convergence of a FEM and two-grid algorithms for elliptic problems on disjoint domains. J. Comp. Appl. Math. 236(3), 364–374 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  7. Koleva, M.N., Vulkov, L.G.: On splitting-based numerical methods for nonlinear models of European options. Int. J. Comp. Math. (Published online: 27 Mar 2014, in press). doi:10.1080/00207160.2014.884713

  8. Koleva, M.N., Vulkov, L.G.: A second-order positivity preserving numerical method for Gamma equation. Appl. Math. Comp. 220, 722–734 (2013)

    Article  MathSciNet  Google Scholar 

  9. Samarskii, A.A.: The Theory of Difference Schemes. Marcel Dekker Inc., New York (2001)

    Book  MATH  Google Scholar 

  10. Sircar, K.R., Papanicolaou, G.: General Black-Scholes models accounting for increased market volatility from hedging strategies. Appl. Math. Finance 5, 45–82 (1998)

    Article  MATH  Google Scholar 

  11. Varga, R.S.: Matrix Iterative Analysis. Springer, Heidelberg (2000). (Second Revised and Expanded Edition)

    Book  MATH  Google Scholar 

  12. Wilmott, P.: Crash Modeling (Chapter 27). In: Derivatives: The Theory and Practice of Financial Engineering, pp. 383–393. Whiley, Chichester (1998)

    Google Scholar 

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Acknowledgement

This research was supported by the European Commission under Grant Agreement number 304617 (FP7 Marie Curie Action Project Multi-ITN STRIKE - Novel Methods in Computational Finance) and Bulgarian National Fund of Science under Project DID 02/37-2009.

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Correspondence to Miglena N. Koleva .

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Koleva, M.N., Vulkov, L.G. (2015). Two-Grid Decoupled Method for a Black-Scholes Increased Market Volatility Model. In: Dimov, I., Fidanova, S., Lirkov, I. (eds) Numerical Methods and Applications. NMA 2014. Lecture Notes in Computer Science(), vol 8962. Springer, Cham. https://doi.org/10.1007/978-3-319-15585-2_30

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  • DOI: https://doi.org/10.1007/978-3-319-15585-2_30

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-15584-5

  • Online ISBN: 978-3-319-15585-2

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