Shubhabrata Datta

Materials Design Using Computational Intelligence Techniques

• Broschiertes Buch

Produktbeschreibung

Several statistical techniques are used for the design of materials through extraction of knowledge from existing data banks. These approaches are getting more attention with the application of computational intelligence techniques. This book illustrates the alternative but effective methods of designing materials, where models are developed through capturing the inherent correlations among the variables on the basis of available imprecise knowledge in the form of rules or database, as well as through the extraction of knowledge from experimental or industrial database, and using optimization tools.

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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 186
• Erscheinungstermin: 30. Juni 2020
• Englisch
• Abmessung: 234mm x 156mm x 10mm
• Gewicht: 292g
• ISBN-13: 9780367574338
• ISBN-10: 0367574330
• Artikelnr.: 62307976

Autorenporträt

Shubhabrata Datta

Inhaltsangabe

Introduction. A brief overview of traditional approaches to materials
design. Statistics and data mining concepts. Principles of neural network
and other soft modeling techniques. Knowledge extraction using rough and
fuzzy set theories. Handling imprecise knowledge through fuzzy inference
system. Evolutionary algorithm for designing materials. Technique blends to
suit a materials system. Hybridizing with traditional approaches. Designing
microstructure. Concluding remarks.