{"title":"一类具有不连续奖励的最优停止问题","authors":"Anne Mackay, Marie-Claude Vachon","doi":"arxiv-2311.03538","DOIUrl":null,"url":null,"abstract":"We study an optimal stopping problem with an unbounded, time-dependent and\ndiscontinuous reward function. This problem is motivated by the pricing of a\nvariable annuity (VA) contract with guaranteed minimum maturity benefit, under\nthe assumption that the policyholder's surrender behaviour maximizes the\ncontract's risk-neutral value. We consider a general fee and surrender charge\nfunction, and give a condition under which optimal stopping always occurs at\nmaturity. Using an alternative representation for the value function of the\noptimization problem, we study its analytical properties and the resulting\nsurrender (or exercise) region. In particular, we show that the non-emptiness\nand the shape of the surrender region are fully characterized by the fee and\nthe surrender charge functions, which provides a powerful tool for\nunderstanding the link between fees and surrender functions and how they affect\nearly surrender and the optimal surrender boundary. When the fee and surrender\ncharge only depend on time, we develop three different representations of the\nvalue function; two are analogous to their American option counterpart, and one\nis new to the actuarial and American option pricing literature. Our results allow for the development of new algorithms for the valuation of\nvariable annuity contracts. We provide three such algorithms, based on\ncontinuous-time Markov chain approximations. The efficiency of these three\nalgorithms is studied numerically and compared to other commonly used\napproaches.","PeriodicalId":501355,"journal":{"name":"arXiv - QuantFin - Pricing of Securities","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On an Optimal Stopping Problem with a Discontinuous Reward\",\"authors\":\"Anne Mackay, Marie-Claude Vachon\",\"doi\":\"arxiv-2311.03538\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We study an optimal stopping problem with an unbounded, time-dependent and\\ndiscontinuous reward function. This problem is motivated by the pricing of a\\nvariable annuity (VA) contract with guaranteed minimum maturity benefit, under\\nthe assumption that the policyholder's surrender behaviour maximizes the\\ncontract's risk-neutral value. We consider a general fee and surrender charge\\nfunction, and give a condition under which optimal stopping always occurs at\\nmaturity. Using an alternative representation for the value function of the\\noptimization problem, we study its analytical properties and the resulting\\nsurrender (or exercise) region. In particular, we show that the non-emptiness\\nand the shape of the surrender region are fully characterized by the fee and\\nthe surrender charge functions, which provides a powerful tool for\\nunderstanding the link between fees and surrender functions and how they affect\\nearly surrender and the optimal surrender boundary. When the fee and surrender\\ncharge only depend on time, we develop three different representations of the\\nvalue function; two are analogous to their American option counterpart, and one\\nis new to the actuarial and American option pricing literature. Our results allow for the development of new algorithms for the valuation of\\nvariable annuity contracts. We provide three such algorithms, based on\\ncontinuous-time Markov chain approximations. The efficiency of these three\\nalgorithms is studied numerically and compared to other commonly used\\napproaches.\",\"PeriodicalId\":501355,\"journal\":{\"name\":\"arXiv - QuantFin - Pricing of Securities\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - QuantFin - Pricing of Securities\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2311.03538\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuantFin - Pricing of Securities","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2311.03538","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On an Optimal Stopping Problem with a Discontinuous Reward
We study an optimal stopping problem with an unbounded, time-dependent and
discontinuous reward function. This problem is motivated by the pricing of a
variable annuity (VA) contract with guaranteed minimum maturity benefit, under
the assumption that the policyholder's surrender behaviour maximizes the
contract's risk-neutral value. We consider a general fee and surrender charge
function, and give a condition under which optimal stopping always occurs at
maturity. Using an alternative representation for the value function of the
optimization problem, we study its analytical properties and the resulting
surrender (or exercise) region. In particular, we show that the non-emptiness
and the shape of the surrender region are fully characterized by the fee and
the surrender charge functions, which provides a powerful tool for
understanding the link between fees and surrender functions and how they affect
early surrender and the optimal surrender boundary. When the fee and surrender
charge only depend on time, we develop three different representations of the
value function; two are analogous to their American option counterpart, and one
is new to the actuarial and American option pricing literature. Our results allow for the development of new algorithms for the valuation of
variable annuity contracts. We provide three such algorithms, based on
continuous-time Markov chain approximations. The efficiency of these three
algorithms is studied numerically and compared to other commonly used
approaches.