考虑决策者对多因素风险主观态度的风险管理数值方法

Aleksandr Alekseev, Z. Mingaleva, I. Alekseeva, E. Lobova, Alexander Oksman, Alexander Mitrofanov
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引用次数: 0

摘要

风险包括确定决策者在选择风险或可靠性方向时可以选择的几个选项。在这种方法中,风险被定义为主体的行为,这种行为将导致已经取得的成果的损失或已保证的安全。随着外部商业环境的不确定性对公司的增加,管理风险的任务无论是单独的还是作为一组风险变得越来越重要。本研究的目的是解决多因素风险管理问题,使用数学方法分别确定每个因素的最佳风险管理轨迹。为了确定每个因素的最佳风险管理轨迹,采用了一种基于选择最有效方向的数值方法,该方向定义为风险变化与成本变化的比值。已经创建了可以支持一组风险管理的信息系统原型。对信息系统的认可是基于一个包含两个概念性风险因素的例子。提出的原型通过使用加乘聚合过程插值风险管理器输入的风险矩阵来构建三维风险图,并为所有输入的风险因素构建最佳风险管理轨迹。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Developing a Numerical Method of Risk Management Taking into Account the Decision-Maker's Subjective Attitude Towards Multifactorial Risks
Risk involves identifying several options that the decision-maker can opt for while making a choice either in the direction of risk or reliability. In this approach, risk is defined as the action of the subject which will lead to the loss or guaranteed safety of what has been achieved. As the uncertainty of the external business environment increases for companies, the task of managing risks both individually and as a set of risks becomes more and more relevant. The purpose of this study is to solve the problem of managing multifactorial risks using mathematical methods for determining the optimal risk management trajectories separately for each factor. To determine the optimal risk management trajectories for each factor, a numerical method is used based on the choice of the most effective direction, which is defined as the ratio of risk change to cost change. An information system prototype has been created that can support the management of a set of risks. Approbation of the information system was carried out on an example containing two conceptual risk factors. The proposed prototype builds a three-dimensional risk map by interpolating the risk matrix entered by the risk manager using an additive–multiplicative aggregation procedure, as well as optimal risk management trajectories for all entered risk factors.
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