Shubhabrata Datta

Materials Design Using Computational Intelligence Techniques

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Taylor and Francis
• Seitenzahl: 184
• Erscheinungstermin: 15. November 2016
• Englisch
• Abmessung: 236mm x 159mm x 17mm
• Gewicht: 405g
• ISBN-13: 9781482238327
• ISBN-10: 1482238322
• Artikelnr.: 41562690

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.