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Rough Sets and Three-Way Decisions

机译:粗糙的集合和三通决策

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摘要

The notion of three-way decisions was originally introduced by the needs to explain the three regions of probabilistic rough sets. Recent studies show that rough set theory is only one of possible ways to construct three regions. A more general theory of three-way decisions has been proposed, embracing ideas from rough sets, interval sets, shadowed sets, three-way approximations of fuzzy sets, orthopairs, square of oppositions, and others. This paper presents a trisecting-and-acting framework of three-way decisions. With respect to trisecting, we divide a universal set into three regions. With respect to acting, we design most effective strategies for processing the three regions. The identification and explicit investigation of different strategies for different regions are a distinguishing feature of three-way decisions.
机译:三方决定的概念最初是通过解释概率粗糙集的三个区域的需要。最近的研究表明,粗糙集理论只是构建三个地区的可能方法之一。已经提出了一种更一般的三元决策理论,从粗糙集,间隔集,阴影集,模糊套,矫形,反对派的平方等三通近似的思想,以及其他的思想。本文介绍了三方决策的三种作用框架。关于三重检测,我们将普遍设定为三个区域。关于行为,我们设计了用于处理三个地区的最有效的策略。对不同地区不同策略的识别和明确调查是三通决策的区别特征。

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