Cyber-Physical Systems: Intelligent Models and Algorithms

1. Auflage 2022
ISBN: 978-3-030-95118-4
Verlag: Springer International Publishing

Buch, Englisch, Band 417, 279 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 446 g

Reihe: Studies in Systems, Decision and Control

This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak artificial intelligence. Provides scientific, practical, and methodological approaches based on bio-inspired methods, fuzzy models and algorithms, predictive modelling, computer vision and image processing. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research or applications of intelligent models and algorithms in cyber-physical systems for various domains.

Zielgruppe

Research

Autoren/Hrsg.

Kravets, Alla G.

Shcherbakov, Maxim

Bolshakov, Alexander A.

Fachgebiete

• Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik

Inhaltsverzeichnis

Bio-inspired modelling.- Fuzzy models and algorithms.- Predictive modelling.- Computer Vision and Image Processing.