Optimal portfolio for a defined-contribution pension plan under a constant elasticity of variance model with exponential utility
Xiaoqian SUN, Xuelin YONG, Jianwei GAO
Optimal portfolio for a defined-contribution pension plan under a constant elasticity of variance model with exponential utility
Based on the Lie symmetry method, we derive the explicit optimal invest strategy for an investor who seeks to maximize the expected exponential (CARA) utility of the terminal wealth in a defined-contribution pension plan under a constant elasticity of variance model. We examine the point symmetries of the Hamilton-Jacobi-Bellman (HJB) equation associated with the portfolio optimization problem. The symmetries compatible with the terminal condition enable us to transform the (2+ 1)-dimensional HJB equation into a (1+ 1)-dimensional nonlinear equation which is linearized by its infinite-parameter Lie group of point transformations. Finally, the ansatz technique based on variables separation is applied to solve the linear equation and the optimal strategy is obtained. The algorithmic procedure of the Lie symmetry analysis method adopted here is quite general compared with conjectures used in the literature.
Lie symmetry / portfolio / defined-contribution (DC) pension plan / constant elasticity of variance (CEV) model / exponential utility
[1] |
Ali M R, Ma W-X. New exact solutions of Bratu Gelfand model in two dimensions using Lie symmetry analysis. Chinese J Phys, 2020, 65: 198–206
CrossRef
Google scholar
|
[2] |
Bakkaloglu A,Aziz T, Fatima A, Mahomed F M, Khalique C M.Invariant approach to optimal investment-consumption problem: the constant elasticity of variance (CEV) model. Math Methods Appl Sci, 2016, 40: 1382–1395
CrossRef
Google scholar
|
[3] |
Bluman G W, Kumei S. Symmetries and Differential Equations. New York: Springer, 1989
CrossRef
Google scholar
|
[4] |
Bozhkov Y, Dimas S. Group classification of a generalized Black-Scholes-Merton equation. Commun Nonlinear Sci Numer Simul, 2014, 19: 2200–2211
CrossRef
Google scholar
|
[5] |
Bozhkov Y, Dimas S.Enhanced group analysis of a semi linear generalization of a general bond-pricing equation. Commun Nonlinear Sci Numer Simul, 2018, 54: 210–220
CrossRef
Google scholar
|
[6] |
Cheviakov A F. GeM software package for computation of symmetries and conservation laws of differential equations. Comput Phys Commun, 2007, 176: 48–61
CrossRef
Google scholar
|
[7] |
Cheviakov A F. Symbolic computation of equivalence transformations and parameter reduction for nonlinear physical models. Comput Phys Commun, 2017, 220: 56–73
CrossRef
Google scholar
|
[8] |
Davis E P. Pension Funds: Retirement-Income Security and Capital Markets: An International Perspective. Oxford: Oxford Univ Press, 1995
|
[9] |
Gao J W. Optimal portfolios for DC pension plans under a CEV model. Insurance Math Econom, 2009, 44: 479–490
CrossRef
Google scholar
|
[10] |
Gao J W. Optimal investment strategy for annuity contracts under the constant elasticity of variance (CEV) model. Insurance Math Econom, 2009, 45: 9–18
CrossRef
Google scholar
|
[11] |
Gazizov R K, Ibragimov N H. Lie symmetry analysis of differential equations in finance. Nonlinear Dynam, 1998, 17: 387–407
CrossRef
Google scholar
|
[12] |
Goard J.New solutions to the bond-pricing equation via Lie's classical method. Math Comput Model, 2000, 32: 299–313
CrossRef
Google scholar
|
[13] |
Goard J. Exact and approximate solutions for options with time-dependent stochastic volatility. Appl Math Model, 2014, 38: 2771–2780
CrossRef
Google scholar
|
[14] |
Henderson V. Explicit solutions to an optimal portfolio choice problem with stochastic income . J Econom Dynam Control, 2005, 29: 1237–1266
CrossRef
Google scholar
|
[15] |
Kumei S, Bluman G W.When nonlinear differential equations are equivalent to linear differential equations. SIAM J Appl Math, 1982, 42: 1157–1173
CrossRef
Google scholar
|
[16] |
Leach P G L,O'Hara J G,Sinkala W. Symmetry-based solution of a model for a combination of a risky investment and a riskless investment. J Math Anal Appl, 2007, 334: 368–381
CrossRef
Google scholar
|
[17] |
Lo C F, Hui C H. Valuation of financial derivatives with time-dependent parameters: Lie-algebraic approach. Quant Finance, 2001, 1: 73–78
CrossRef
Google scholar
|
[18] |
Lo C F, Hui C H. Pricing multi{asset financial derivatives with time-dependent parametersLie algebraic approach. Int J Math Math Sci, 2002, 32: 401–410
CrossRef
Google scholar
|
[19] |
Lo C F, Hui C H. Lie algebraic approach for pricing moving barrier options with time- dependent parameters. J Math Anal Appl, 2006, 323: 1455–1464
CrossRef
Google scholar
|
[20] |
Ma W-X, Zhang Y, Tang Y N. Symbolic computation of lump solutions to a combined equation involving three types of nonlinear terms. East Asian J Appl Math, 2020, 10: 732–745
CrossRef
Google scholar
|
[21] |
Naicker V, Andriopoulos K, Leach P G L. Symmetry reductions of a Hamilton-Jacobi- Bellman equation arising in financial mathematics. J Nonlinear Math Phys, 2005, 12: 268–283
CrossRef
Google scholar
|
[22] |
Olver P J. Applications of Lie Groups to Differential Equations. New York: Springer- Verlag, 1986
CrossRef
Google scholar
|
[23] |
Ovsiannikov L V. Group Analysis of Differential Equations. New York: Academic Press, 1982
CrossRef
Google scholar
|
[24] |
Qin C Y, Tian S F, Wang X B, Zou L, Zhang T T. Lie symmetry analysis, conservation laws and analytic solutions of the time fractional Kolmogorov-Petrovskii- Piskunov equation. Chinese J Phys, 2018, 56(4): 1734–1742
CrossRef
Google scholar
|
[25] |
Sethi S P, Thompson G L. Optimal Control Theory: Applications to Management Science and Economics. 2nd ed. New York: Springer, 2000
|
[26] |
Sinkala W, Leach P G L, O'Hara J G. An optimal system and group-invariant solutions of the Cox-Ingersoll-Ross pricing equation. Appl Math Comput, 2001, 201: 95–107
CrossRef
Google scholar
|
[27] |
Sinkala W, Leach P G L, O'Hara J G. Invariance properties of a general bond-pricing equation. J Differential Equations, 2008, 244: 2820–2835
CrossRef
Google scholar
|
[28] |
Sophocleous C, O'Hara J G, Leach P G L. Algebraic solution of the Stein-Stein model for stochastic volatility. Commun Nonlinear Sci Numer Simul, 2009, 16: 1752–1759
CrossRef
Google scholar
|
[29] |
Sophocleous C, O'Hara J G, Leach P G L. Symmetry analysis of a model of stochastic volatility with time-dependent parameters. J Comput Appl Math, 2011, 235: 4158–4164
CrossRef
Google scholar
|
[30] |
Yan Z Y.Financial rogue waves. Commun Theor Phys (Beijing), 2010, 11: 947–949
CrossRef
Google scholar
|
[31] |
Yan Z Y. Vector financial rogue waves. Phys Lett A, 2011, 375(48): 4274–4279
CrossRef
Google scholar
|
[32] |
Yang J Y, Ma W-X, Khalique C H. Determining lump solutions for a combined soliton equation in (2+ 1)-dimensions. Eur Phys J Plus, 2020, 135(6): Art No 494
CrossRef
Google scholar
|
[33] |
Yang S J, Xu T Z. Lie symmetry analysis for a parabolic Monge-Ampere equation in the optimal investment theory. J Comput Appl Math, 2019, 346: 483–489
CrossRef
Google scholar
|
/
〈 | 〉 |