Artificial Intelligence in Textile Engineering
Basic Concepts and Applications
Series: The Textile Institute Book Series;
- Publisher's listprice EUR 185.00
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78 088 Ft (74 370 Ft + 5% VAT)
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Product details:
- Publisher Elsevier Science
- Date of Publication 6 June 2024
- ISBN 9780443153952
- Binding Paperback
- No. of pages310 pages
- Size 228x152 mm
- Weight 1000 g
- Language English 576
Categories
Long description:
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.
MoreTable of Contents:
1. Introduction to AI Techniques
2. Basic Concepts of Artificial Neural Network and Applications in Textiles
3. Use of the Support Vector Machine in Textiles
4. Applications of Fuzzy Inference Systems in Textiles
5. Applications of Rough Set in Textiles
6. Applications of Nature-Inspired Optimisation Algorithms in Textiles
7. Applications of Hybrid Intelligence Systems in Textiles
