Computational Methods for Application in Industry 4. 0

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. Front Matter ....Pages i-viii General Aspects of the Application of Computational Methods in Industry 4.0 (Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim)....Pages 1-10 Evolutionary-Based Methods (Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim)....Pages 11-31 Swarm Intelligence-Based Methods (Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim)....Pages 33-55 Other Computational Methods for Optimization (Nikolaos E. Karkalos, Angelos P. Markopoulos, J. Paulo Davim)....Pages 57-67