Application of expert systems and neural networks for the design of hydro-carbon structures

被引：2

作者：

Sohrabi, MR

Mirzai, AR ^{[1
]}

Massoumi, A

机构：

[1] Univ E London, Sch Elect & Mfg Engn, London E15 4LZ, England

[2] Azad Univ, Dept Chem, Tehran, Iran

[3] Iran Univ Sci & Technol, Dept Comp Engn, Tehran, Iran

[4] Behashdi Univ, Dept Chem, Tehran, Iran

来源：

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | 2000年 / 13卷 / 03期

关键词：

neural networks; expert systems; hybrid systems; molecular structures;

D O I：

10.1016/S0952-1976(00)00006-3

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 [计算机科学与技术];

摘要：

In this paper, a hybrid intelligent system based on neural networks (NNs) and expert systems (ES) is described for the design of new hydro-carbon structures. A set of desirable properties for the hydro-carbon is fed into a neural network which estimates the number of carbons required. This information is used in an ES to predict possible structures. The properties of each structure are estimated using the second NN, and the hydro-carbon structure with the best set of properties will be selected. (C) 2000 Published by Elsevier Science Ltd.

引用

页码：371 / 377

页数：7

共 16 条

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[Anonymous], P 1 SING INT C INT S

[2]

[Anonymous], 1992, HYBRID ARCHITECTURES

[3]

APPLICATION OF NEURAL NETWORKS FOR INTERPRETATION OF ION MOBILITY AND X-RAY-FLUORESCENCE SPECTRA [J].