Consumption–Investment and Reinsurance Problem Under Markovian Regime Switching: Time-Consistent Solution

Nour El Houda Bouaicha , Farid Chighoub , Abhishek Pal Majumder

Communications in Mathematics and Statistics ›› 2025, Vol. 13 ›› Issue (4) : 1037 -1073.

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Communications in Mathematics and Statistics ›› 2025, Vol. 13 ›› Issue (4) : 1037 -1073. DOI: 10.1007/s40304-024-00418-1
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Consumption–Investment and Reinsurance Problem Under Markovian Regime Switching: Time-Consistent Solution

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Abstract

This paper presents a characterization of equilibrium in a game theoretic description of discounting stochastic consumption, investment and reinsurance problem, in which the controlled state process evolves according to a multi-dimensional linear stochastic differential equation, when the noise is driven by a Brownian motion under the effect of a Markovian regime switching. The running and the terminal costs in the objective functional, are explicitly depended on some general discount functions, which create the time inconsistency of the considered model. Open-loop Nash equilibrium controls are described through some necessary and sufficient equilibrium conditions as well as a verification result. A state feedback equilibrium strategy is achieved via certain partial differential-difference equation. As an application, we study an investment–consumption and equilibrium reinsurance/new business strategies for some particular cases of power and logarithmic utility functions. A numerical example is provided to demonstrate the efficacy of theoretical results.

Keywords

Stochastic optimization / Investment–consumption problem / Merton portfolio problem / Non-exponential discounting / Time inconsistency / Equilibrium strategies / Stochastic maximum principle / 93E20 / 60H30 / 93E99 / 60H10

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Nour El Houda Bouaicha, Farid Chighoub, Abhishek Pal Majumder. Consumption–Investment and Reinsurance Problem Under Markovian Regime Switching: Time-Consistent Solution. Communications in Mathematics and Statistics, 2025, 13(4): 1037-1073 DOI:10.1007/s40304-024-00418-1

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References

[1]

AinslieG. Special reward: a behavioral theory of impulsiveness and impulse control. Psychol. Bull., 1995, 82: 463-496

[2]

AliaI, ChighoubF, KhelfallahN, VivesJ. Time-consistent investment and consumption strategies under a general discount function. J. Risk Financ. Manag., 2021, 1486.

[3]

BaiL, ZhangH. Dynamic mean-variance problem with constrained risk control for the insurers. Math. Methods Oper. Res., 2008, 68: 181-205

[4]

BarroRJ. Ramsey meets Laibson in the neoclassical growth model. Q. J. Econ., 1990, 114: 1125-1152

[5]

BasakS, ChabakauriG. Dynamic mean-variance asset allocation. Rev. Financ. Stud., 2010, 23: 2970-3016

[6]

Björk, T., Murgoci, A.: A general theory of Markovian time-inconsistent stochastic control problems. SSRN Electron. J. 1694759 (2008)

[7]

BjörkT, MurgociA, ZhouXY. Mean-variance portfolio optimization with state-dependent risk aversion. Math. Financ., 2014, 24(1): 1-24

[8]

BorodinA, GorinV. Markov processes of infinitely many nonintersecting random walks. Probab. Theory Relat. Fields, 2013, 155(3–4): 935-997

[9]

BrowneS. Optimal investment policies for a firm with a random risk process: exponential utility and minimizing the probability of ruin. Math. Oper. Res., 1995, 20: 937-957

[10]

ChenP, YangH, YinG. Markowitz’s mean-variance asset-liability management with regime switching: a continuous-time model. Insur. Math. Econ., 2008, 43(3): 456-465

[11]

ChenP, YangH. Markowitz’s mean-variance asset-liability management with regime switching: a multi period model. Appl. Math. Financ., 2011, 18(1): 29-50

[12]

CzichowskyC. Time-consistent mean-variance portfolio selection in discrete and continuous time. Financ. Stoch., 2013, 17(2): 227-271

[13]

DonnellyC. Sufficient stochastic maximum principle in a regime-switching diffusion model. Appl. Math. Optim., 2011, 64(2): 155-169

[14]

Ekeland, I., Lazrak, A.: Equilibrium policies when preferences are time-inconsistent (2008). ArXiv:0808.3790v1

[15]

EkelandI, PirvuTA. Investment and consumption without commitment. Math. Financ. Econ., 2008, 2: 57-86

[16]

EkelandI, MbodjiO, PirvuTA. Time-consistent portfolio management. SIAM J. Financ. Math., 2012, 3: 1-32

[17]

ElliottRJ, AggounL, MooreJBHidden Markov Models: Estimation and Control, 1994, New York. Springer.

[18]

FlemingWH, ZariphopoulouT. An optimal investment/consumption model with borrowing constraints. Math. Oper. Res., 1991, 16: 802-822

[19]

GoldmanSM. Consistent plans. Rev. Financ. Stud., 1980, 47: 533-537

[20]

GrandellJAspects of Risk Theory, 1991, New York. Springer.

[21]

HamaguchiY. Time-inconsistent consumption-investment problems in incomplete markets under general discount functions. SIAM J. Control Optim., 2021, 59(3): 2121-2146

[22]

Hamaguchi, Y.: Small-time solvability of a flow of forward-backward stochastic differential equations. Appl. Math. Optim. 84, 567–588 (2021)

[23]

HuY, JinH, ZhouXY. Time-inconsistent stochastic linear quadratic control. SIAM J. Control Optim., 2012, 50(3): 1548-1572

[24]

HuY, JinH, ZhouXY. Time-inconsistent stochastic linear-quadratic control: characterization and uniqueness of equilibrium. SIAM J. Control Optim., 2015, 55(2): 1261-1279

[25]

KaratzasI, LehoczkyJ, ShreveSE. Optimal portfolio and consumption decisions for a “small investor” on a finite horizon. SIAM J. Control Optim., 1987, 25: 1157-1186

[26]

KarpL. Non-constant discounting in continuous time. J. Econ. Theory, 2007, 132: 557-568

[27]

KrusellP, SmithA. Consumption and savings decisions with quasi-geometric discounting. Econometrica, 2003, 71: 366-375

[28]

KydlandFE, PrescottE. Rules rather than discretion: the inconsistency of optimal plans. J. Political Econ., 1997, 85: 473-492

[29]

LiY, ZhengH. Weak necessary and sufficient stochastic maximum principle for Markovian Regime-switching diffusion models. Appl. Math. Optim., 2015, 71(1): 39-77

[30]

LiangZ, SongM. Time-consistent reinsurance and investment strategies for mean-variance insurer under partial information. Insur. Math. Econ., 2015, 65: 66-76

[31]

Liao, Z.W., Shao, J.: Existence of optimal delay-dependent control for finite-horizon continuous-time Markov decision process. arXiv preprint (2020). arXiv:2003.13982

[32]

LoewensteinG, PrelecD. Anomalies in inter-temporal choice: evidence and an interpretation. Q. J. Econ., 1992, 107(2): 573-597

[33]

Marín-SolanoJ, NavasJ. Consumption and portfolio rules for time-inconsistent investors. Eur. J. Oper. Res., 2010, 201: 860-872

[34]

MertonRC. Lifetime portfolio selection under uncertainty: the continuous-time case. Rev. Econom. Stat., 1969, 51: 247-257

[35]

MertonRC. Optimum consumption and portfolio rules in a continuous-time model. J. Econ. Theory, 1971, 3: 373-413

[36]

ParkS, JangBG. Optimal retirement strategy with a negative wealth constraint. Oper. Res. Lett., 2014, 42(3): 208-212

[37]

PhelpsES, PollakRA. On second-best national saving and game-equilibrium growth. Rev. Econ. Stud., 1968, 35: 185-199

[38]

PirvuTA, ZhangH. Investment-consumption with regime-switching discount rates. Math. Soc. Sci., 2014, 71: 142-150

[39]

PollakR. Consistent planning. Rev. Financ. Stud., 1968, 35: 185-199

[40]

RamseyFP. A mathematical theory of saving. Econ. J., 1928, 38: 543-559

[41]

Shao, J.: The existence of optimal feedback controls for stochastic dynamical systems with regime-switching. arXiv preprint (2019). arXiv:1906.08425

[42]

StrotzR. Myopia and inconsistency in dynamic utility maximization. Rev. Econ. Stud., 1955, 23: 165-180

[43]

TijmsHC, Van De CoeverringMCT. A simple numerical approach for infinite-state Markov chains. Prob. Eng. Inform. Sci., 1991, 5: 285-295

[44]

WangT. Uniqueness of equilibrium strategies in dynamic mean-variance problems with random coefficients. J. Math. Anal. Appl., 2020, 4901124199

[45]

WeiJ, WongKC, YamSCP, YungSP. Markowitz’s mean–variance asset-liability management with regime switching: a time-consistent approach. Insur. Math. Econ., 2013, 53(1): 281-291

[46]

YongJ. A deterministic linear quadratic time-inconsistent optimal control problem. Math. Control Relat. Fields, 2011, 1: 83-118

[47]

YongJ. Time-inconsistent optimal control problems and the equilibrium HJB equation. Math. Control Relat. Fields, 2012, 2(3): 271-329

[48]

Yong, J., Zhou, X.Y.: Stochastic Controls: Hamiltonian Systems and HJB Equations. Springer (1999)

[49]

ZhaoQ, ShenY, WeiJ. Consumption-investment strategies with non-exponential discounting and logarithmic utility. Eur. J. Oper. Res., 2014, 283(3): 824-835

[50]

ZhouXY, YinG. Markowitzs mean-variance portfolio selection with regime switching: a continuous-time model. SIAM J. Control Optim., 2003, 42: 1466-1482

[51]

Zou, Z., Chen, S., Wedge, L.: Finite horizon consumption and portfolio decisions with stochastic hyperbolic discounting. J. Math. Econ. 52, 70–80 (2014)

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School of Mathematical Sciences, University of Science and Technology of China and Springer-Verlag GmbH Germany, part of Springer Nature

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