离散时间下动态风险度量与动态绩效度量时间一致性的统一方法

A Unified Approach to Time Consistency of Dynamic Risk Measures and Dynamic Performance Measures in Discrete Time

Mathematics of Operations Research · 2017
被引 14
ABS 3

中文导读

提出了一个灵活框架,统一研究风险度量和绩效度量的时间一致性,通过引入新的更新规则,为分析现有时间一致性类型提供了综合工具箱。

Abstract

In this paper, we provide a flexible framework allowing for a unified study of time consistency of risk measures and performance measures (also known as acceptability indices). The proposed framework not only integrates existing forms of time consistency, but also provides a comprehensive toolbox for analysis and synthesis of the concept of time consistency in decision making. In particular, it allows for in-depth comparative analysis of (most of) the existing types of time consistency—a feat that has not been possible before and, which is done in the companion paper by the authors. In our approach, the time consistency is studied for a large class of maps that are postulated to satisfy only two properties—monotonicity and locality. We call these maps LM-measures. The time consistency is defined in terms of an update rule. The form of the update rule introduced here is novel, and is perfectly suited for developing the unifying framework that is worked out in this paper. As an illustration of the applicability of our approach, we show how to recover almost all concepts of weak time consistency by means of constructing appropriate update rules.

风险管理绩效度量决策理论时间一致性