Use of Artificial Intelligence in Designing Dyes, Chemical Auxiliaries, Polymers, and Textile Fibers
نویسندگان
چکیده
Each molecule is described by a set of structural features, a set of physical properties and the strength of some activity, such as toxicity. We are using artificial intelligence to find patterns of these structural features and properties that correspond to a desired level of activity in various classes of molecules. Specifically, we are !using genetic algorithms, neural networks and fuzzy logic along with molecular orbital methods to design dyes, chemical auxiliaries, polymers and fibers ! investigating novel molecular indices to be used for the prediction of various physical and toxicological properties of textile chemicals !developing the machine learning (soft computing) techniques required to extract and utilize the information.
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