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Artificial Intelligence in Textile Engineering

Basic Concepts and Applications

1st Edition - June 1, 2024

Authors: Anindya Ghosh, Subhasis Das, Bapi Saha

Language: English
Paperback ISBN:
9 7 8 - 0 - 4 4 3 - 1 5 3 9 5 - 2
eBook ISBN:
9 7 8 - 0 - 4 4 3 - 2 2 1 2 4 - 8

Artificial Intelligence in Textile Engineering: Basic Concepts and Applications explains techniques from first principles in the perfect way for textiles materials scient… Read more

Artificial Intelligence in Textile Engineering

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Artificial Intelligence in Textile Engineering: Basic Concepts and Applications explains techniques from first principles in the perfect way for textiles materials scientists and engineers. The book discusses how the technology has caused a substantial impact across the textiles supply chain, making products more efficient, flexible, and reliable. Techniques such as artificial neural network, support vector machine, fuzzy logic, rough set, evolutionary algorithm, and hybrid intelligence systems are described with application to textiles. Readers are supported throughout with step-by-step mathematical derivations of AI techniques, case studies, and MATLAB codes, giving readers from different backgrounds the perfect entry to AI solutions.