Determination of fuzzy logic membership functions using genetic algorithms: application to structure–odor modeling

被引：0

作者：

Mohamed Kissi

Mohammed Ramdani

Mustapha Tollabi

Driss Zakarya

机构：

[1] Faculté des Sciences et Techniques,UFR de Chimie Appliquée

[2] LIP6—UPMC,Système d’Information Réactifs et Ingénierie des Systèmes Iintelligents

[3] Faculté des Sciences et Techniques,undefined

来源：

Journal of Molecular Modeling | 2004年 / 10卷

关键词：

Fuzzy logic; Structure–activity relationship; Olfaction; Genetic algorithms;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Fuzzy logic has been used as a tool in structure–camphoraceous odor relationships. The data base studied included 99 molecules. The rules used to discriminate between camphor and non camphor molecules lead to 77% correct discrimination. Such rules account for the shape and the size of the molecule. Their adjustment by means of genetic algorithms led to 84% correct discrimination between camphor and non-camphor molecules.

引用

页码：335 / 341

页数：6

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