Engineering Swarms of Cyber-Physical Systems

1. Auflage 2025
ISBN: 978-1-032-04715-7
Verlag: CRC Press

Buch, Englisch, 184 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 449 g

Engineering Swarms for Cyber-Physical Systems covers the whole design cycle for applying swarm intelligence in Cyber-Physical Systems (CPS) and guides readers through modeling, design, simulation, and final deployment of swarm systems. The book provides a one-stop-shop covering all relevant aspects for engineering swarm systems. Following a concise introduction part on swarm intelligence and the potential of swarm systems, the book explains modeling methods for swarm systems embodied in the interplay of physical swarm agents. Examples from several domains including robotics, manufacturing, and search and rescue applications are given. In addition, swarm robotics is further covered by an analysis of available platforms, computation models and applications. It also treats design methods for cyber-physical swarm applications including swarm modeling approaches for CPSs and classical implementations of behaviors as well as approaches based on machine-learning. A chapter on simulation covers simulation requirements and addresses the dichotomy between abstract and detailed physical simulation models. A special feature of the chapters is the hands-on character by providing programming examples with the different engineering aspects whenever possible, thus allowing for fast translation of concepts to actual implementation. Overall, the book is meant to give a creative researcher or engineer the inspiration, theoretical background, and practical knowledge to build swarm systems of CPSs. It also serves as a text for students in science and engineering.

Zielgruppe

Academic and Postgraduate

Autoren/Hrsg.

Schranz, Melanie

Elmenreich, Wilfried

Arvin, Farshad

Fachgebiete

• Naturwissenschaften Biowissenschaften Biowissenschaften
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Technische Informatik

Inhaltsverzeichnis

Preface. Swarm Intelligence in Cyber-Physical Systems. Principles of Swarm Intelligence. Modeling Swarms of Cyber-Physical Systems. Engineering Swarm Behavior. Simulating Swarms of Cyber-Physical Systems. Swarm Robotic Platforms. Open Challenges and Outlook. Bibliography. Index.

Über Autor(innen)

Melanie Schranz is a senior researcher at Lakeside Labs, specializing in swarm intelligence algorithms for cyber-physical systems. She made impactful contributions in agent-based modeling and optimization from the bottom-up in various application domains including Industry 4.0 and edge-fog-cloud computing.

Wilfried Elmenreich is a Professor of Smart Grids at the Alpen-Adria-Universität Klagenfurt, Austria, where he focuses on intelligent energy systems and self-organizing systems. He has published over 200 articles and authored several books in the field of networked and embedded systems.

Farshad Arvin is a Professor of Robotics at the University of Durham, specializing in swarm robotics and biohybrid robotics. He has previously held positions at the University of Manchester and has authored numerous publications while directing the Swarm & Computational Intelligence Laboratory.