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Accuracy and decision time for a class of sequential decision aggregation rules

机译:一类顺序决策聚合规则的准确性和决策时间

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This work focuses on decentralized decision making in a population of individuals each implementing the sequential probability ratio test. The individual decisions are combined into a decentralized decision via an aggregation rule chosen from a family of aggregation rules, denoted as q out of N rule. We study how the population size affects the performance of the decentralized decision making, i.e., the decision accuracy and time. In a group applying the q ouf of N, a global decision is reached as soon as q out of the N decision makers agree on an answer. Under the assumption of measurement independence among individuals, we introduce a novel numerical method that allows the analysis of the decision accuracy and time of a group of decision makers. We present the numerical method and show a preliminary sets of results that can be obtained using such a method.
机译:这项工作的重点是在每个执行序贯概率比检验的个人群体中的分散决策。通过从一组聚合规则中选择的聚合规则将各个决策组合为分散决策,表示为N个规则中的q。我们研究了人口规模如何影响分散决策的绩效,即决策的准确性和时间。在采用N的q的小组中,一旦N个决策者中的q同意答案,就会做出全局决策。在个体之间具有度量独立性的假设下,我们引入了一种新颖的数值方法,该方法可以分析一组决策者的决策准确性和时间。我们提出了数值方法,并显示了使用这种方法可以获得的初步结果。

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