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[粗糙集理论在季铵盐化合物构效关系分析中的应用]

[Rough sets theory in structure-activity relationship analysis of quaternary pyridinium compounds].

作者信息

Krysiński J

机构信息

Lehrstuhl für Arzneimitteltechnologie, Medizinischen Akademie, Poznań, Polen.

出版信息

Pharmazie. 1991 Dec;46(12):878-81.

PMID:1818327
Abstract

Relationship between chemical structure and antimicrobial activity of 53 quaternary pyridinium compounds is analysed using the theory of rough sets. The compounds are described by 8 attributes concerning structure and are divided into 5 classes of activity. The description builds up an information system. Using the rough sets approach a smallest set of attributes significant for a high quality of classification has been found. A decision algorithm has been derived from the information system showing important relations between structure and activity. It may be helpful in supporting decisions concerning synthesis of new antimicrobial compounds.

摘要

运用粗糙集理论分析了53种季铵吡啶化合物的化学结构与抗菌活性之间的关系。这些化合物由8个与结构相关的属性进行描述,并被分为5类活性。该描述构建了一个信息系统。使用粗糙集方法,已找到对于高质量分类具有重要意义的最小属性集。从该信息系统推导出了一个决策算法,显示了结构与活性之间的重要关系。这可能有助于支持有关新型抗菌化合物合成的决策。

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