Computational Methods for Application in Industry 4.0

Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim (Autoren)

Buch | Softcover

VIII, 67 Seiten

2018 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-319-92392-5 (ISBN)

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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.

Erscheinungsdatum	10.06.2018
Reihe/Serie	Manufacturing and Surface Engineering
Reihe/Serie	SpringerBriefs in Applied Sciences and Technology
Zusatzinfo	VIII, 67 p. 10 illus., 3 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	130 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik ► Maschinenbau
Schlagworte	evolutionary algorithmas • Manufacturing optimization • Optimization Methods • Simulated annealing • Statistical Methods • Swarm intelligence
ISBN-10	3-319-92392-7 / 3319923927
ISBN-13	978-3-319-92392-5 / 9783319923925
Zustand	Neuware