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Computing Constructs by Using Typical Testor Algorithms

机译:使用典型的Testor算法计算构造

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In their classic form, reducts as well as typical testors are minimal subsets of attributes that retain the discernibility condition. Constructs are a special type of reducts and represent a kind of generalization of the reduct concept. A construct reliably provides sufficient amount of discrimination between objects belonging to different classes as well as sufficient amount of resemblance between objects belonging to the same class. Based on the relation between constructs, reducts and typical testors this paper focuses on a practical use of this relation. Specifically, we propose a method that allows applying typical testor algorithms for computing constructs. The proposed method involves modifying the classic definition of pairwise object comparison matrix adapting it to the requirements of certain algorithms originally designed to compute typical testors. The usefulness of our method is shown through some examples.
机译:在其经典形式中,归约和典型测试者都是保留可区分性条件的属性的最小子集。构造是还原的一种特殊类型,代表还原概念的一种概括。构造可靠地提供了属于不同类别的对象之间的足够数量的区分,以及属于相同类别的对象之间的足够数量的相似度。基于构造,归约和典型测试者之间的关系,本文着重于这种关系的实际使用。具体而言,我们提出了一种方法,该方法允许将典型的测试器算法应用于计算构造。所提出的方法涉及修改成对对象比较矩阵的经典定义,使其适应最初设计用于计算典型测试器的某些算法的要求。通过一些示例说明了我们方法的有效性。

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