Abstract
We introduce a new option pricing equation with noise in a frictional financial market, which is fully different from the classical option pricing equation, and arrive at the existence of martingale solutions of this option pricing equation regardless of incompressibility. Furthermore, we also discuss the uniqueness of martingale solutions.
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R.A. Adams and J.J.F. Fournier, Sobolev Spaces, Elsevier, Amsterdam, 2003.
L. Ambrosio, G. Da Prato, and A. Mennucci, Introduction to Measure Theory and Integration, Edizioni della Normale, Pisa, 2012.
F. Bellini and M. Frittelli, On the existence of minimax martingale measures, Math. Finance, 12(1):1–21, 2002.
F. Black and M. Scholes, The pricing of options and corporate liabilities, J. Polit. Econ., 81(3):637–654, 1973.
Z. Brzeźniak and E. Motyl, Existence of a martingale solution of the stochastic Navier–Stokes equations in unbounded 2D and 3D domains, J. Differ. Equations, 254(4):1627–1685, 2013.
M. Capinski and S. Peszat, On the existence of a solution to stochastic Navier–Stokes equations, Theory Methods Appl., 44(2):141–177, 2001.
A. Cherny, Pricing and hedging European options with discrete-time coherent risk, Finance Stoch., 11(4):537–569, 2007.
A. Cherny, Pricing with coherent risk, Theory Probab. Appl., 52(3):389–415, 2008.
C. Cong and P. Zhao, Non-cash risk measure on nonconvex sets, Mathematics, 6(10):186, 2018.
C. Corduneanu, Principles of Differential and Integral Equations, AMS, Providence, RI, 2008.
M. Frittelli, The minimal entropy martingale measure and the valuation problem in incomplete markets, Math. Finance, 10(1):39–52, 2000.
T. Goll and L. Rüschendorf, Minimax and minimal distance martingale measures and their relationship to portfolio optimization, Finance Stoch., 5(4):557–581, 2001.
P. Hepperger, Option pricing in Hilbert space-valued jump-diffusion models using partial integro-differential equations, SIAM J. Financ. Math., 1(1):454–489, 2010.
J. Hugonnier, D. Kramkov, and W. Schachermayer, On utility-based pricing of contingent claims in incomplete markets, Math. Finance, 15(2):203–212, 2005.
H. Liu and H. Gao, Stochastic 3D Navier–Stokes equations with nonlinear damping: Martingale solution, strong solution and small time large deviation principles, 2016, arXiv:1608.07996.
W. Liu and M. Röckner, Stochastic Partial Differential Equations: An Introduction, Springer, Cham, 2015.
R. Mikulevicius and B.L. Rozovskii, Global l2-solutions of stochastic Navier–Stokes equations, Ann. Probab., 33(1): 137–176, 2005.
M. Muslim, Existence and approximation of solutions to fractional differential equations, Math. Comput. Modelling, 49(5–6):1164–1172, 2009.
B.G. Pachpatte, Inequalities for Differential and Integral Equations, Academic Press, San Diego, CA, 1997.
G. Da Prato and J. Zabczyk, Stochastic Equations in Infinite Dimensions, Cambridge Univ. Press, Cambridge, 2014.
C. Reisinger and G. Wittum, On multigrid for anisotropic equations and variational inequalities “pricing multidimensional European and American options”, Comput. Vis. Sci., 7(3–4):189–197, 2004.
R. Rouge and N. El Karoui, Pricing via utility maximisation and entropy, Math. Finance, 10(2):259–276, 2000.
M. Xu, Risk measure pricing and hedging in incomplete markets, Ann. Finance, 2(1):51–71, 2006.
H. Ye, J. Gao, and Y. Ding, A generalized Gronwall inequality and its application to a fractional differential equation, J. Math. Anal. Appl., 328(2):1075–1081, 2007.
J. Zhao, E. Lépinette, and P. Zhao, Pricing under dynamic risk measures, Open Math., 17(1):894–905, 2019.
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This work was supported by the National Natural Science Foundation (NNSF) of China (Nos. 11871275, 11371194) and Postgraduate Research & Practice Innovation Program of Jiangsu Province
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Zhao, J., Zhou, R. & Zhao, P. Existence and Uniqueness of Martingale Solutions to Option Pricing Equations with Noise. Lith Math J 60, 562–576 (2020). https://doi.org/10.1007/s10986-020-09499-1
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DOI: https://doi.org/10.1007/s10986-020-09499-1