Computational Methods for Application in Industry 4.0

1. Auflage 2019
ISBN: 978-3-319-92392-5
Verlag: Springer Nature Switzerland

Buch, Englisch, 67 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 131 g

Reihe: Manufacturing and Surface Engineering

This book presents computational and statistical methods used by intelligent systems within the concept of Industry 4.0. The methods include among others evolution-based and swarm intelligence-based methods. Each method is explained in its fundamental aspects, while some notable bibliography is provided for further reading. This book describes each methods' principles and compares them. It is intended for researchers who are new in computational and statistical methods but also to experienced users.

Zielgruppe

Research

Autoren/Hrsg.

Karkalos, Nikolaos E.

Davim, J. Paulo

Markopoulos, Angelos P.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie

Inhaltsverzeichnis

General aspects and definitions.- Literature Review.- Evolution based methods.- Swarm intelligence based methods.- Other methods.- Case studies and conclusions.