Second-order lattice Boltzmann methods for PDEs of Asian option pricing with regime switching

This paper establishes lattice Boltzmann models with five amending functions for solving system of partial differential equations (PDEs) arising in Asian options pricing with regime switching. With the Chapman-Enskog multi-scale expansion, the PDEs are recovered correctly from the continuous Boltzmann equation and then the lattice Boltzmann method (LBM) is proposed. In the LBM, the coefficients of equilibrium distribution and amending functions are taken as polynomials instead of constants in the traditional LBMs. The LBM has second-order convergence rate in space and first-order convergence rate in time. The stability, convergence rates and computational cost of LBMs are studied and verified by numerical examples.

[1]  Xiaoping Lu,et al.  A new exact solution for pricing European options in a two-state regime-switching economy , 2012, Comput. Math. Appl..

[2]  B. Shi,et al.  Non-equilibrium extrapolation method for velocity and pressure boundary conditions in the lattice Boltzmann method , 2002 .

[3]  J. Ingersoll Theory of Financial Decision Making , 1987 .

[4]  Song-Ping Zhu,et al.  An explicit analytic formula for pricing barrier options with regime switching , 2015 .

[5]  Theo G. Theofanous,et al.  The lattice Boltzmann equation method: theoretical interpretation, numerics and implications , 2003 .

[6]  Changfeng Ma,et al.  A higher order lattice BGK model for simulating some nonlinear partial differential equations , 2009 .

[7]  Changfeng Ma,et al.  A new lattice Boltzmann model for solving the coupled viscous Burgers’ equation , 2014 .

[8]  Zhiqiang Zhou,et al.  Lattice Boltzmann methods for solving partial differential equations of exotic option pricing , 2016 .

[9]  He Zhenmin,et al.  EMC effect on p-A high energy collisions , 1991 .

[10]  James D. Hamilton A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle , 1989 .

[11]  Hailiang Yang,et al.  Option pricing with regime switching by trinomial tree method , 2010, J. Comput. Appl. Math..

[12]  Phillip Colella,et al.  Interpolation methods and the accuracy of lattice-Boltzmann mesh refinement , 2014, J. Comput. Phys..

[13]  Song‐Ping Zhu,et al.  An exact and explicit formula for pricing Asian options with regime switching , 2014, 1407.5091.

[14]  M. Yor,et al.  BESSEL PROCESSES, ASIAN OPTIONS, AND PERPETUITIES , 1993 .

[15]  L. Rogers,et al.  The value of an Asian option , 1995, Journal of Applied Probability.

[16]  Dawn Hunter Efficient pricing of Asian options by the PDE approach , 2005 .

[17]  Laura A. Schaefer,et al.  Numerical stability of explicit off-lattice Boltzmann schemes: A comparative study , 2015, J. Comput. Phys..

[18]  R. Liu,et al.  A new tree method for pricing financial derivatives in a regime-switching mean-reverting model , 2012 .

[19]  Hailiang Yang,et al.  Pricing Asian Options and Equity-Indexed Annuities with Regime Switching by the Trinomial Tree Method , 2010 .

[20]  M. Broadie,et al.  Option Pricing: Valuation Models and Applications , 2004 .

[21]  J. Boon The Lattice Boltzmann Equation for Fluid Dynamics and Beyond , 2003 .

[22]  R. Liu,et al.  Regime-Switching Recombining Tree For Option Pricing , 2010 .

[23]  James D. Hamilton Analysis of time series subject to changes in regime , 1990 .

[24]  郑楚光,et al.  Non-equilibrium extrapolation method for velocity and pressure boundary conditions in the lattice Boltzmann method , 2005 .

[25]  P. Bhatnagar,et al.  A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems , 1954 .

[26]  J. Vecer A new PDE approach for pricing arithmetic average Asian options , 2001 .

[27]  Michael C. Sukop,et al.  Lattice Boltzmann Modeling: An Introduction for Geoscientists and Engineers , 2005 .

[28]  Jingtang Ma,et al.  Convergence rates of trinomial tree methods for option pricing under regime-switching models , 2015, Appl. Math. Lett..

[29]  Mary R. Hardy,et al.  A Regime-Switching Model of Long-Term Stock Returns , 2001 .

[30]  Changfeng Ma,et al.  Lattice Boltzmann method for the generalized Kuramoto–Sivashinsky equation , 2009 .

[31]  Chen Lin-Jie,et al.  A lattice Boltzmann model with an amending function for simulating nonlinear partial differential equations , 2010 .

[32]  Abdul Q. M. Khaliq,et al.  New Numerical Scheme for Pricing American Option with Regime-Switching , 2009 .

[33]  M. Goldman,et al.  Path Dependent Options: "Buy at the Low, Sell at the High" , 1979 .

[34]  Phelim P. Boyle,et al.  Pricing exotic options under regime switching , 2007 .

[35]  Changfeng Ma,et al.  Lattice Boltzmann model for generalized nonlinear wave equations. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  P. Wilmott,et al.  Option pricing: Mathematical models and computation , 1994 .

[37]  Mark Broadie,et al.  ANNIVERSARY ARTICLE: Option Pricing: Valuation Models and Applications , 2004, Manag. Sci..

[38]  R. H. Liu,et al.  A lattice method for option pricing with two underlying assets in the regime-switching model , 2013, J. Comput. Appl. Math..