Computational Methods for Application in Industry 4.0 - Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim

Computational Methods for Application in Industry 4.0

Buch | Softcover
VIII, 67 Seiten
2018 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-319-92392-5 (ISBN)
53,49 inkl. MwSt
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
Reihe/Serie Manufacturing and Surface Engineering
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
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