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Abstract
The purpose of this paper is to investigate an optimal excess-of-loss reinsurance contract and investment problem involving two mutually cooperative insurers and a reinsurer, within the framework of the Stackelberg game. In the reinsurance contract, the two insurers are permitted to purchase excess-of-loss reinsurance from the reinsurer, who sets the pricing level for the reinsurance. Assume that the two insurers and the reinsurer invest their surpluses in a financial market comprising a risk-free asset and a risky asset, whose price process is described by geometric Brownian motion. Under the criterion of maximizing the expected exponential utility of their terminalwealth, the explicit expressions for the optimal strategies and the corresponding value functions are derived using techniques from optimal control theory and the dynamic programming method. Moreover, to further enhance the research system of reinsurance contract problems within the Stackelberg game framework, we also consider the optimization problem under the proportional reinsurance model. Finally,we present theoretical analyses and numerical examples to illustrate the economic intuition and insights gained from our results. An interesting finding is that the forms of the optimal proportional reinsurance strategy and the optimal excess-of-loss reinsurance strategy are remarkably similar, with differences primarily stemming from the type of reinsurance chosen by the insurers. In addition, we also discover that the two cooperating insurers will develop their own optimal reinsurance strategies based on their respective importance within the cooperative group.
Keywords
Stackelberg game
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expected exponential utility
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optimal control
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dynamic programming
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optimal reinsurance contract
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investment strategy
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Xinya He, Shumin Chen, Ailing Gu, Hui Chen.
Optimal Reinsurance and Investment Problems for Two Cooperative Insurers and One Reinsurer.
Journal of Systems Science and Systems Engineering 1-25 DOI:10.1007/s11518-025-5697-1
| [1] |
AC X, LiZ F. Optimal investment and excess-ofloss reinsurance problem with delay for an insurer under Heston’s SV model. Insurance: Mathematics and Economics, 2015, 61: 181-196
|
| [2] |
AliaI, ChighoubF, SohailA. A characterization of equilibrium strategies in continuous-time meanvariance problems for insurers. Insurance: Mathematics and Economics, 2016, 68: 212-223
|
| [3] |
AsimitV, BoonenT J. Insurance with multiple insurers: A game-theoretic approach. European Journal of Operational Research, 2018, 267(2): 778-790.
|
| [4] |
AsmussenS, HøjgaardB, TaksarM. Optimal risk control and dividend distribution policies. Example of excess-of loss reinsurance for an insurance corporation. Finance and Stochastics, 2000, 4(3): 299-324.
|
| [5] |
AvanziB, LauH, SteffensenM. Optimal reinsurance design under solvency constraints. Scandinavian Actuarial Journal, 2023, 20244: 1-34
|
| [6] |
BauerleN. Benchmark and mean-variance problems for insurers. Mathematical Methods of Operations Research, 2005, 62: 159-165.
|
| [7] |
BoonenT J, TanK S, ZhuangS C. Optimal reinsurance with multiple reinsurers: Competitive pricing and coalition stability. Insurance: Mathematics and Economics, 2021, 101: 302-319
|
| [8] |
BrowneS. Optimal investment policies for a firm with a random risk process: Exponential utility and minimizing the probability of ruin. Mathematics of Operations Research, 1995, 20(4): 937-958.
|
| [9] |
CaoJ Y, LiD C, YoungV R, ZouB. Reinsurance games with two reinsurers: Tree versus chain. European Journal of Operational Research, 2023, 3102: 928-941.
|
| [10] |
CheungK C, HeW T, WangH. Multi-constrained optimal reinsurance model from the duality perspectives. Insurance: Mathematics and Economics, 2023, 113: 199-214
|
| [11] |
ColaneriK, CretarolaA, SalteriniB. Optimal investment and reinsurance under exponential forward preferences. Mathematics and Financial Economics, 2024, 19(1): 1-37.
|
| [12] |
GrandellJAspects of Risk Theory, 1991, New York, USA. Springer-Verlag. .
|
| [13] |
GuA L, GuoX P, LiZ F, ZengY. Optimal control of excess-of-loss reinsurance and investment for insurers under a CEV model. Insurance: Mathematics and Economics, 2012, 51(3): 674-684
|
| [14] |
GuA L, ViensF G, ShenY. Optimal excess-ofloss reinsurance contract with ambiguity aversion in the principal-agent model. Scandinavian Actuarial Journsal, 2020, 2020(4): 342-375.
|
| [15] |
HanX, LandriaultD, LiD P. Optimal reinsurance contract in a Stackelberg game framework: Aviewof social planner. Scandinavian Actuarial Journal, 2023, 2024(2): 124-148.
|
| [16] |
HanX, LiangZ B, YuanY, ZhangC B. Optimal perloss reinsurance and investment to minimize the probability of drawdown. Journal of Industrial & Management Optimization, 2022, 186: 4011-4041.
|
| [17] |
HaoW J, QiuZ J, LiL. The investment and reinsurance game of insurers and reinsurers with default risk under CEV model. RAIRO-Operations Research, 2023, 575: 2853-2872.
|
| [18] |
HippCStochastic control with application in insurance, 2003
|
| [19] |
HuangY, YangX Q, ZhouJ M. Optimal investment and proportional reinsurance for a jump-diffusion risk model with constrained control variables. Journal of Computational and Applied Mathematics, 2016, 296: 443-461.
|
| [20] |
LiD P, ZengY, YangH L. Robust optimal excess-of-loss reinsurance and investment strategy for an insurer in a model with jumps. Scandinavian Actuarial Journal, 2018, 2018(2): 145-171.
|
| [21] |
LiangX Q, YoungV R. Minimizing the probability of ruin: Optimal per-loss reinsurance. Insurance: Mathematics and Economics, 2018, 82: 181-190
|
| [22] |
LiuY K, LiJ C, ZhouJM, DengY C. Optimal investment and reinsurance to maximize the probability of drawup before drawdown. Methodology and Computing in Applied Probability, 2024, 26(3): 1-34.
|
| [23] |
JiangW J, RenJ D, YangC, HongH P. On optimal reinsurance treaties in cooperative game under heterogeneous beliefs. Insurance: Mathematics and Economics, 2019, 85: 173-184
|
| [24] |
ShenW W. Optimal investment and reinsurance strategies for an insurer with regime-switching. Mathematics and Financial Economics, 2024, 18: 555-576.
|
| [25] |
TorrenteM L. Optimal proportional and excess-of-loss reinsurance for multiple classes of insurance business. Decisions in Economics and Finance, 2023, 46(2): 611-633.
|
| [26] |
WangN, SiuT K, FanK. Robust reinsurance and investment strategies under principal-agent framework. Annals of Operations Research, 2024, 3361: 981-1011.
|
| [27] |
WangT, ChenZ P, YangP. Optimal reinsurance contract and investment strategy for multiple competitive-cooperative insurers and a reinsurer. IMA Journal of Management Mathematics, 2023, 354: 651-692
|
| [28] |
YangP, ChenZ P, CuiX Y. Equilibrium reinsurance strategies for n insurers under a unified competition and cooperation framework. Scandinavian Actuarial Journal, 2021, 202110: 969-997.
|
| [29] |
YuanY, HanX, LiangZ B, YuenK C. Optimal reinsurance-investment strategy with thinning dependence and delay factors under mean-variance framework. European Journal of Operational Research, 2023, 3112: 581-595.
|
| [30] |
YuanY, LiangZ B, HanX. Robust reinsurance contract with asymmetric information in a stochastic Stackelberg differential game. Scandinavian Actuarial Journal, 2022, 20224: 328-355.
|
| [31] |
ZhangQ Q, LiangZ B, WangF D. A Stackelberg- Nash equilibrium with investment and reinsurance in mixed leadership game. Scandinavian Actuarial Journal, 2024, 20247: 705-738.
|
| [32] |
ZhangX L, ZhangK C, YuX J. Optimal proportional reinsurance and investment with transaction costs, I: Maximizing the terminal wealth. Insurance: Mathematics and Economics, 2009, 443: 473-478
|
| [33] |
ZhangX X, TianL L. Optimal reinsurance and investment problems to minimize the probability of drawdown. Journal of Industrial and Management Optimization, 2024, 2010: 3148-3164.
|
| [34] |
ZhaoH, RongX M, ZhaoY G. Optimal excess-of-loss reinsurance and investment problem for an insurer with jump-diffusion risk process under the heston model. Insurance: Mathematics and Economics, 2013, 53(3): 504-514
|
| [35] |
ZhouH Y, ZhuH N. Optimal reinsurance and derivative-based investment decisions for insurers with mean-variance preference. Mathematics, 2024, 12132047.
|
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