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Computational Methods for Application in Industry 4.0
ISBN-13:
9783319923932
Veröffentl:
2018
Einband:
eBook
Seiten:
67
Autor:
Nikolaos E. Karkalos
Serie:
Manufacturing and Surface Engineering SpringerBriefs in Applied Sciences and Technology
eBook Typ:
PDF
eBook Format:
Reflowable eBook
Kopierschutz:
Digital Watermark [Social-DRM]
Sprache:
Englisch
Beschreibung:
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.
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.
General aspects and definitions.- Literature Review.- Evolution based methods.- Swarm intelligence based methods.- Other methods.- Case studies and conclusions.