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Automated layout of concept lattices using force directed placement and genetic algorithms

机译:使用强制定向放置和遗传算法自动布局概念格子

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Concept lattices represent a conceptual hierarchy inherent in a data set. A labelled line diagram for such a lattice represents this information diagrammatically. A diagram for a concept lattice may be algebraicly generated by a set of vectors assigned to elements of the lattice. Such a diagram is called an additive line diagram, and is considered useful because it makes apparent the inherent structure of the lattice. This paper reports on experience with two approaches to automated concept lattice layout: (i) using genetic algorithms optimising over a finite discrete space of diagrams, and (ii) force directed placement optimising over a continuous rational space. The layout of concept lattices is of relevance to the layout of lattices in general since any lattice can be represented simply by a concept lattice.
机译:概念格子表示数据集中固有的概念层次结构。用于这种晶格的标记线图代表了示意性的方式。概念晶格的图可以由分配给晶格的元件的一组矢量来代数生成。这种图称为添加线图,并且被认为是有用的,因为它可以明显成为晶格的固有结构。本文报告了自动概念晶格布局的两种方法的经验:(i)使用优化在图的有限离散空间的遗传算法,(ii)强制定向放置优化在连续的RATITATIONACH上。概念格的布局通常与晶格的布局相关,因为任何格子可以简单地由概念格子表示。

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