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Cooperative decision making in a knowledge grid environment

机译:知识网格环境中的合作决策

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摘要

A knowledge grid is an intelligent interconnection environment, built on top of a computational grid, to facilitate the creation of virtual organizations. An important feature of a virtual environment is its support for collaborative decision-making. A major difficulty with current approaches is that they cannot easily handle environments where decision makers are added or removed dynamically. In this article, a new approach to alter the number of decision makers dynamically is suggested. The amount of decision accuracy made by each decision maker, for a given subject, is determined subjectively considering the other decision makers' opinions. The effect of decisions made by each decision maker varies gradually considering its past decisions. Assuming each decision maker provides a fuzzy answer set in response to each decision problem, an operator for fusing of the decision makers' decision sets is suggested. The aim of the fusion is improvement of the decision quality. The fusing operator provides a fuzzy answer set that is a function of the accuracy possibility of each decision maker and its fuzzy answer set.
机译:知识网格是建立在计算网格之上的智能互连环境,用于促进虚拟组织的创建。虚拟环境的一个重要特征是它对协作决策的支持。当前方法的主要困难在于,它们无法轻松应对动态添加或删除决策者的环境。在本文中,提出了一种动态更改决策者数量的新方法。每个决策者针对给定主题做出的决策准确性的数量是在主观考虑其他决策者的意见的情况下确定的。考虑到其过去的决策,每个决策者做出的决策的影响会逐渐变化。假设每个决策者针对每个决策问题提供一个模糊的答案集,建议操作员融合决策者的决策集。融合的目的是提高决策质量。融合运算符提供一个模糊答案集,该答案集是每个决策者及其模糊答案集的准确性可能性的函数。

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