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Application of Elzaki Transform Method to Market Volatility Using the Black-Scholes Model

DOI: 10.4236/jamp.2024.123050, PP. 819-828

Keywords: Elzaki Transform Method, European Call, Black-Scholes Model, Fokker-Planck Equation, Market Volatility

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Abstract:

Black-Scholes Model (B-SM) simulates the dynamics of financial market and contains instruments such as options and puts which are major indices requiring solution. B-SM is known to estimate the correct prices of European Stock options and establish the theoretical foundation for Option pricing. Therefore, this paper evaluates the Black-Schole model in simulating the European call in a cash flow in the dependent drift and focuses on obtaining analytic and then approximate solution for the model. The work also examines Fokker Planck Equation (FPE) and extracts the link between FPE and B-SM for non equilibrium systems. The B-SM is then solved via the Elzaki transform method (ETM). The computational procedures were obtained using MAPLE 18 with the solution provided in the form of convergent series.

References

[1]  Heston, S.L. (1993) A Closed-Form for Options with Stochastic Volatility with Applications to Bond and Currency Options. The Review of Financial Studies, 7, 327-343.
https://doi.org/10.1093/rfs/6.2.327
[2]  Black, F. and Scholes, M.S. (1973) The Pricing of Options Corporate Liabilities. Journal of Political Economics, 81, 637-659.
https://doi.org/10.1086/260062
[3]  Dunbar, S.R. (2019) Mathematical Modeling in Economics and Finance: Probability, Stochastic Processes and Differential Equations. American Mathematical Society, Providence, 49.
[4]  Hicks, W. (2018) Non Local Diffusion and Their Quantum Black-Scholes Equation: Modeling the Market Fear Factor. Communications on Stochastic Analysis, 12, Article No. 1.
https://doi.org/10.31390/cosa.12.2.01
[5]  Andallah, L.S. and Anwar, N.A. (2013) A Study on Numerical Solution of Black-Scholes Model. Journal of Mathematical Finance, 8, 372-381.
[6]  Biazar, J., Goldout, F. and Mehrdoust (2015) On the Numerical Solutions of Heston Partial Differential Equation. Mathematical Sciences Letters, 4, 63-68.
[7]  Alawneh, A. and Al-Khaled, K. (2008) Numerical Treatment of Stochastic Models Used in Statistical Systems and Financial Markets. Computer and Mathematics with Applications, 56, 2724-2732.
https://doi.org/10.1016/j.camwa.2008.05.040
[8]  Ideh, R. and Ojarikre, H.I. (2020) Elzaki Transform Method for Fokker-Planck Equation. Nigerian Research Journal of Engineering and Environmental Science, 5, 513-519.
[9]  El-Wakil, M.A. and Abdou, A.E. (2006) Adomian Decomposition Method for Solving the Diffusion Convection Reaction Equations. Applied Mathematics and Computation, 177, 729-736.
https://doi.org/10.1016/j.amc.2005.09.105
[10]  Dura, G. and Mosneagu, A.M. (2010) Numerical Approximation of Black-Scholes Equation. Analele Ştiinţifice Ale Universităţii II “al.i. Cuza” Din Iasi, 56, 39-64.
https://doi.org/10.2478/v10157-010-0004-x
[11]  Duffy, D.J. (2013) Finite Difference Methods in Financial Engineering: A Partial Differential Equation Approach. John Wiley and Sons, Hoboken.
[12]  Luczka, J., Hanggi, P. and Gadoniski, A. (1995) Non-Markovian Process Driven by Quadratic Noise: Kramers-Moyal Expansion and Fokker Planck Modeling. Physical Review E, 51, 2933-2938.
https://doi.org/10.1103/PhysRevE.51.2933
[13]  Ojarikre, H.I. and Njoseh, I.N. (2017) Foreign Exchange Pricing as a Markov Process. Technical Transactions of Journal of Nigerian Institute of Production Engineers, 21, 70-82.
[14]  Accardi, L. and Boukas, A. (2006) The Quantum B-S Equation. Global Journal of Pure and Applied Mathematics, 2, 155-170.
[15]  Wei, D.W. (2000) A Unified Approach for the Solution of FPE. Journal of Physics A: Mathematical and General, 33, 4935-4953.
https://doi.org/10.1088/0305-4470/33/27/311
[16]  Risken, H. (1984) FPE: Methods of Solutions and Applications. Springer, Berlin.
[17]  Rindell, K. (2006) Generalized Method of Moments Tests of the Black and Schools Model. Applied Financial Economics, 4, 225-231.
https://doi.org/10.1080/758526903
[18]  Liang, J.-R., Wang, J., Lu, L.-J., Gu, H., Qiu, W.-Y. and Ren, F.Y. (2012) A Fractional Fokker Planck Equation and Black-Scholes Formula in Composite Diffusive Regime. Journal of Statistical Physics, 146, 205-216.
https://doi.org/10.1007/s10955-011-0396-3
[19]  Mishure, Y. (2004) Fractional Stochastic Integration and Black-Scholes Equation for Fractional Brownian Model with Stochstic Volatility. Stochastic Report, 6, 363-381.
https://doi.org/10.1080/10451120410001710138
[20]  Jumarie, G. (2008) Stock Exchange Fractional Dynamics Defined as Fractional Exponential Growth Driven by Usual Guassian White Noise: Application to Fractional Black-Scholes Equation. Insurance: Mathematics and Economics, 42, 271-287.
https://doi.org/10.1016/j.insmatheco.2007.03.001
[21]  Magdziarz, M. (2009) Black-Scholes Formula in Sub-Diffusive Regime. Journal of Statistical Physics, 139, 553-564.
https://doi.org/10.1007/s10955-009-9791-4
[22]  Kou, S.G. (2002) A Jump-Diffusion Model for Option Pricing. Management Science, 48, 1086-1101.
https://doi.org/10.1287/mnsc.48.8.1086.166
[23]  Prajna, S., Prarrilo, P.A. and Rantzer, A. (2003) Nonlinear Control Synthesis by Convex Optimization. IEEE Transactions on Automatic Control, 49, 310-314.
https://doi.org/10.1109/TAC.2003.823000
[24]  Scholes, M. (2023) Reflections on B-SM and Its Applications. CQF Institute, London.
https://www.cqfinstitute.org>content
[25]  Devarakonda, S. and Pandya, F.H. (2023) Black-Scholes Option Pricing Model—A Bibliometric Analysis. Academy of Accounting and Financial Studies Journal, 27, 1-21.
[26]  Mezofi, B. and Szabo, K. (2019) Beyond Black-Scholes: A New Option for Option Pricing. Data Science, Markets, World Qquant.com, March 2019.
[27]  Bajaj, P. and Kaur, J. (2020) Recent Developments and Applicability of the Black-Scholes Model in Option Pricing: A Literature Review. MUDRA: Journal of Finance and Accounting, 7, 158-183.
[28]  Shinde, A.S. and Takale, K.C. (2012) Study of Black-Scholes Model and Its Applications. Procedia Engineering, 38, 270-279.
https://doi.org/10.1016/j.proeng.2012.06.035
[29]  Al-Saedi, Y.H. and Tularam, G.A. (2018) A Review of the Recent Advances Made in the Black-Scholes Models and Respective Solutions Methods. Journal of Mathematics and Statistics, 14, 29-39.
https://doi.org/10.3844/jmssp.2018.29.39
[30]  Bhowmik, S.K. and Khan, J.A. (2022) High-Accurate Numerical Schemes for B-SMs with Sensitivity Analysis. Journal of Mathematics, 2022, Article ID: 4488082.
https://doi.org/10.1155/2022/4488082
[31]  Wilmot, P., Howison, S. and Dewyne, J. (1995) The Mathematics of Financial Derivatives. Cambridge University Press, Cambridge.
[32]  DailyForex (2022) The B-SM Explained. DailyForex.com Team.

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