Quantum Computing in Insurance Capital Modelling under Reinsurance Contracts

被引:0
作者
Tamturk, Muhsin [1 ]
Carenzo, Marco [1 ]
机构
[1] Antares Global, Res & Dev Dept, London EC3M 7HB, England
来源
APPLIEDMATH | 2023年 / 3卷 / 04期
关键词
insurance; quantum computing; reinsurance; Qiskit; capital modelling; IBM; RUIN PROBABILITY;
D O I
10.3390/appliedmath3040040
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this study, we design an algorithm to work on gate-based quantum computers. Based on the algorithm, we construct a quantum circuit that represents the surplus process of a cedant under a reinsurance agreement. This circuit takes into account a variety of factors: initial reserve, insurance premium, reinsurance premium, and specific amounts related to claims, retention, and deductibles for two different non-proportional reinsurance contracts. Additionally, we demonstrate how to perturb the actuarial stochastic process using Hadamard gates to account for unpredictable damage. We conclude by presenting graphs and numerical results to validate our capital modelling approach.
引用
收藏
页码:741 / 757
页数:17
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