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

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

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 informati...

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Veröffentlicht in:Engineering applications of artificial intelligence 2000-06, Vol.13 (3), p.371-377
Hauptverfasser: Sohrabi, M.R., Mirzai, A.R., Massoumi, A.
Format: Artikel
Sprache:eng
Schlagworte:
Expert systems
Hybrid systems
Molecular structures
Neural networks
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Zusammenfassung: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.
ISSN:0952-1976
1873-6769
DOI:10.1016/S0952-1976(00)00006-3