具有可选信息的最优选择

G. Monahan
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引用次数: 1

摘要

本文研究了当存在可选择的、昂贵的信息来源时,从几个未知奖励中进行最佳选择的问题。最优规则,指示要购买的信息和要选择的奖励,被指定为决策者关于每个选择值的先验概率的函数。这个规则出奇地复杂,要平衡先前的信念、相关信息系统的“信息量”和获取信息的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal selection with alternative information
This article examines the problem of optimally selecting from several unknown rewards when there are given alternative, costly sources of information. The optimal rule, indicating the information to be purchased and the reward to be selected, is specified as a function of the decision maker's prior probabilities regarding the value of each alternative. The rule is surprisingly complex, balancing prior beliefs, the “informativeness” of the relevant information system, and the cost of acquiring information.
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