New asset liability management model with decision support system for life insurance companies: interface design issues for database and mathematical models

Q4 Economics, Econometrics and Finance International Journal of Revenue Management Pub Date : 2018-11-30 DOI:10.1504/IJRM.2018.10016758
Harish V. Rao, Goutam Dutta, Sankarshan Basu
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引用次数: 4

Abstract

We introduce a new asset liability management (ALM) model based on decision support system (DSS) for a life insurance firm. The DSS is based on multi-stage stochastic linear programming (SLP) with recourse for strategic planning. The model can be used with minimal knowledge of management sciences. The model maximises the expected value of total reserve (policy holders' reserve and shareholders' reserve) at the end of the time period of planning with constraints both on the asset and the liability side of the firm's balance sheet. We discuss issues related to DSS interface design, one to one correspondences between the SLP model and the database and the difficulty in multi stage DSS compared to two stage DSS. We also compare and contrast the similarities and differences with our earlier work on SLP based DSS for process industries.
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基于决策支持系统的寿险公司资产负债管理新模型:数据库和数学模型的接口设计问题
提出了一种基于决策支持系统(DSS)的寿险公司资产负债管理模型。决策支持系统是一种基于多阶段随机线性规划(SLP)的策略规划方法。这个模型可以用最少的管理科学知识来使用。该模型在公司资产负债表的资产和负债两方面都受到约束的情况下,在计划期结束时使总准备金(保单持有人准备金和股东准备金)的期望值最大化。我们讨论了与决策支持系统接口设计、SLP模型与数据库之间的一对一对应关系以及与两阶段决策支持系统相比,多阶段决策支持系统的难度。我们还比较和对比了我们在过程工业中基于SLP的决策支持系统的早期工作的异同。
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来源期刊
International Journal of Revenue Management
International Journal of Revenue Management Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
1.40
自引率
0.00%
发文量
4
期刊介绍: The IJRM is an interdisciplinary and refereed journal that provides authoritative sources of reference and an international forum in the field of revenue management. IJRM publishes well-written and academically rigorous manuscripts. Both theoretic development and applied research are welcome.
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