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S. O. Edeki
I. Adinya



Author(s) and WSEAS

S. O. Edeki
I. Adinya


WSEAS Transactions on Systems and Control


Print ISSN: 1991-8763
E-ISSN: 2224-2856

Volume 14, 2019

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.


Volume 14, 2019



Coupled Transform for Approximate-Analytical Solutions of a Time-Fractional One-Factor Markovian Bond Pricing Model

AUTHORS: S. O. Edeki, I. Adinya

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ABSTRACT: In the theory of option pricing as regards financial mathematics, one-factor model represents a view that there exists one Wiener process in the definition of the short rate process indicating one source of randomness. In this paper, approximate-analytical solution of a time-fractional one-factor Markovian model for bond pricing is considered using a coupled technique referred to as Fractional Complex Transform (FCT) with the aid of modified differential transform method. The derivatives are defined in terms of Jumarie’s sense. Illustrations are considered with a view to clarifying the effectiveness of the proposed solution method, and the solutions are presented graphically based on some financial parameters at different values of the time-fractional order. It is noted that the method requires little knowledge of fractional calculus while obtaining the approximate-analytical solutions of fractional equations without neglecting or compromising the associated accuracy. In terms of extension, the approach can be extended to multi-factor models formulated in terms of stochastic dynamics

KEYWORDS: - Option pricing; Black Scholes model; RDTM; Fractional derivative; Analytical solutions; Markov process

REFERENCES:

[1] B. Stehlikova, A simple analytic approximation formula for the bond price in the Chan-KarolyiLongstaff-Sanders model, International Journal of Numerical Analysis and Modeling, Series B, 4 (3), (2013): 224–234.

[2] Y. Ait-Sahalia, Testing continuous-time models of the spot interest rate, Review of Financial Studies, 9 (1996): 385-426.

[3] Y. Ait-Sahalia, Transition densities for interest rate and other nonlinear diffusions, Journal of Finance, 54 (1999): 1361-1395.

[4] F. Black, M. Scholes, The pricing of options and corporate liabilities, J. Polit. Econ. 81 (1973): 637-654.

[5] Z. Buckova, B. Stehlikova, D. Sevcovic, Numerical and analytical methods for bond pricing in short rate convergence models of interest rates, https://arxiv.org/pdf/1607.04968.pdf, (2016).

[6] S. Shreve, Stochastic Calculus for Finance II: Continuous Time Models, Springer, New York, 2004.

[7] K.L. Chan, G.A. Karolyi, F.A. Longstaff, and A.B. Sanders, An Empirical Comparison of Alternative Models of the Short-Term Interest Rate, Journal of Finance, 47 (1992), 1209– 1227.

[8] J.C. Cox, J.E. Ingersoll, S.A. Ross, An analysis of variable rate loan contracts, Journal of Finance, 35 (1980) 389-403.

[9] R. C. Merton, Theory of rational option pricing. The Bell Journal of Economics and Management Science, 4 (1973) 141-183.

[10] O.A. Vasicek, An equilibrium characterization of the term structure, Journal of Financial Economics, 5 (1977) 177-188.

[11] M.J. Brennan, Michael, E.S. Schwartz, Savings bonds, retractable bonds, and callable bonds, Journal of Financial Economics, 3 (1977) 133- 155.

[12] U.L. Dothan, On the term structure of interest rates, Journal of Financial Economics, 6 (1978) 59-69.

[13] M.J. Brennan, Michael, E.S. Schwartz, Analyzing convertible bonds, Journal of Financial and Quantitatiue Analysis, 15 (1980) 907-929.

[14] G. Courtadon, The pricing options on defaultfree bonds, Journal of Financial and Quantitative Analysis, 17 (1982) 75-100.

[15] J.C. Cox, J.E., Ingersoll, S.A. Ross, A theory of the term structure of interest rates. Econometrica, 53 (1985) 385-408.

[16] S.O. Edeki, O.O. Ugbebor, and E. A. Owoloko, On a Dividend-Paying Stock Options Pricing Model (SOPM) Using Constant Elasticity of Variance Stochastic Dynamics, International Journal of Pure and Applied Mathematics, 106 (4), (2016): 1029-1036.

[17] G.O. Akinlabi, S.O. Edeki, On approximate and closed-form solution method for initialvalue wave-like models, International Journal of Pure and Applied Mathematics, 107 (2), (2016): 449-456.

[18] J. Biazar and F. Goldoust, The Adomian Decomposition Method for the Black-Scholes Equation, 3rd International Conference on Applied Mathematics and Pharmaceutical Sciences (ICAMP’2013), (2013): 321-323, Singapore.

[19] G.O. Akinlabi, R.B. Adeniyi, Sixth-order and fourth-order hybrid boundary value methods for systems of boundary value problems, WSEAS Transactions on Mathematics, 17, (2018): 258-264.

[20] G.O. Akinlabi, R.B. Adeniyi, E.A. Owoloko, The solution of boundary value problems with mixed boundary conditions via boundary value methods, International Journal of Circuits, Systems and Signal Processing, 12, (2018): 1- 6.

[21] J. Goard, New solutions to the bond-pricing equation via Lie's classical method, Math. Comput. Modelling, 32, (2000): 299-313.

[22] W. Sinkala, P.G.L. Leach, J.G. O'Hara, Zerocoupon bond prices in the Vasicek and CIR models: Their computation as group-invariant solutions, Math Method Appl. Sci. 31, (2008): 665-678.

[23] C.A. Pooe, F.M. Mahomed, C.W. Soh, Fundamental solutions for zero-coupon bond pricing models, Nonlinear Dynam. 36, (2004): 69-76.

[24] C.M. Khalique, T. Motsepa, Lie symmetries, group-invariant solutions and conservation laws of the Vasicek pricing equation of mathematical finance, Physica A: Statistical Mechanics and its Applications, 505, (2018): 871-879.

[25] N.A Khan, A. Ara, S.A. Ali, A. Mahmood, Analytical study of Navier–Stokes equation with fractional orders using He’s homotopy perturbation and variational iteration methods” Int J Nonlinear Sci Numer Simul, 10(9), (2011):1127–34.

[26] R. Khalil, M. Al Horani, A. Yousef, M. Sababheh, A new definition of fractional derivative, J. Comput. Appl. Math., 264 (2014), 65-70.

[27] D. Kumar, J. Singh, S. Kumar, A fractional model of Navier–Stokes equation arising in unsteady flow of a viscous fluid, Journal of the Association of Arab Universities for Basic and Applied Sciences 17, (2015): 14–19.

[28] S. Kumar, D. Kumar, S. Abbasbandy, M.M. Rashidi, Analytical solution of fractional Navier–Stokes equation by using modified Laplace decomposition method, Ain Shams Engineering Journal 5, (2014): 569–574.

[29] O. Acan and D. Baleanu, A new numerical technique for solving fractional partial differential equations, Miskolc Mathematical Notes, 19 (1), (2018): 3–18.

[30] S.O. Edeki, O.O. Ugbebor, and E.A. Owoloko, Analytical Solution of the Time-fractional Order Black-Scholes Model for Stock Option Valuation on No Dividend Yield Basis, IAENG International Journal of Applied Mathematics, 47 (4), (2017): 407-416.

[31] B. K. Singh, and V. K. Srivastava, Approximate series solution of multidimensional, time fractional-order (heat-like) diffusion equations using FDRM. Royal Society Open Science, 2, (2015), 140511.

[32] E. Ozbilge, A. Demir, An inverse source problem in time-space fractional differential equations, Applied Mathematics and Information Sciences, 12 (3), (2018): 587-591.

[33] G. Jumarie, Fractional partial differential equations and modified Riemann- Liouville derivative new methods for solution, Journal of Applied Mathematics and Computing, 24 (1-2) (2007), 31-48.

[34] G. Jumarie, Modified Riemann-Liouville Derivative and Fractional Taylor series of Nondifferentiable Functions Further Results, Computers and Mathematics with Applications, 51, (9-10) (2006) 1367-1376.

[35] S. O. Edeki, G. O. Akinlabi, and S. A. Adeosun, On a modified transformation method for exact and approximate solutions of linear Schrödinger equations, AIP Conference Proceedings 1705, 020048 (2016); doi: 10.1063/1.4940296.

[36] G.O. Akinlabi and S.O. Edeki, On Approximate and Closed-form Solution Method for Initial-value Wave-like Models, International Journal of Pure and Applied Mathematics, 107(2), (2016): 449–456.

[37] S.O. Edeki, and G.O. Akinlabi, Zhou Method for the Solutions of System of Proportional Delay Differential Equations, MATEC Web of Conferences 125, 02001 (2017).

[38] R. Mokhtari, A. S. Toodar and N. G. Chegini, Application of the generalized differential quadrature method in solving Burgers’ equations, Commun. Theor. Phys. 56 (6), (2011), 1009.

WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 14, 2019, Art. #25, pp. 202-208


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