, ,

Artificial Intelligence in Textile Engineering

Basic Concepts and Applications

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2024
ISBN13: 9780443153952
Rubricering
Juridisch :
Elsevier Science e druk, 2024 9780443153952
Onderdeel van serie The Textile Institute Book Series
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780443153952
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Introduction to AI Techniques<br>2. Basic Concepts of Artificial Neural Network and Applications in Textiles<br>3. Use of the Support Vector Machine in Textiles<br>4. Applications of Fuzzy Inference Systems in Textiles<br>5. Applications of Rough Set in Textiles<br>6. Applications of Nature-Inspired Optimisation Algorithms in Textiles<br>7. Applications of Hybrid Intelligence Systems in Textiles

Net verschenen

Rubrieken

    Personen

      Trefwoorden

        Artificial Intelligence in Textile Engineering