Materials design using computational intelligence techniques / Shubhabrata Datta.
By: Datta, Shubhabrata [author.]
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Material type: 
BookPublisher: Boca Raton : CRC Press, [2017]Copyright date: ©2017Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315373003; 9781482238334; 9781315336626.Subject(s): Materials -- Mathematical models | Computational intelligenceAdditional physical formats: Print version: : No titleDDC classification: 620.11028563 Online resources: Click here to view.
Contents:
1. Introduction -- 2. Conventional approaches to materials design -- 3. Statistics and data mining concepts in materials design -- 4. Neural networks and genetic programming for materials modelling -- 5. Knowledge extraction using fuzzy and rough set theories -- 6. Handling imprecise knowledge through fuzzy inference systems -- 7. Evolutionary algorithms for designing materials.
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1. Introduction -- 2. Conventional approaches to materials design -- 3. Statistics and data mining concepts in materials design -- 4. Neural networks and genetic programming for materials modelling -- 5. Knowledge extraction using fuzzy and rough set theories -- 6. Handling imprecise knowledge through fuzzy inference systems -- 7. Evolutionary algorithms for designing materials.
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