Metaheuristic Algorithms in Industry 4.0

Metaheuristic Algorithms in Industry 4.0
Author: Pritesh Shah
Publisher: CRC Press
Total Pages: 301
Release: 2021-09-28
Genre: Computers
ISBN: 1000435946

Download Metaheuristic Algorithms in Industry 4.0 Book in PDF, Epub and Kindle

Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligence methods can be applied to the ever-increasing process data to achieve robust control against foreseen and unforeseen system fluctuations. Smart computing techniques, machine learning, deep learning, computer vision, for example, will be inseparable from the highly automated factories of tomorrow. Effective cybersecurity will be a must for all Internet of Things (IoT) enabled work and office spaces. This book addresses metaheuristics in all aspects of Industry 4.0. It covers metaheuristic applications in IoT, cyber physical systems, control systems, smart computing, artificial intelligence, sensor networks, robotics, cybersecurity, smart factory, predictive analytics and more. Key features: Includes industrial case studies. Includes chapters on cyber physical systems, machine learning, deep learning, cybersecurity, robotics, smart manufacturing and predictive analytics. surveys current trends and challenges in metaheuristics and industry 4.0. Metaheuristic Algorithms in Industry 4.0 provides a guiding light to engineers, researchers, students, faculty and other professionals engaged in exploring and implementing industry 4.0 solutions in various systems and processes.


Metaheuristic Algorithms in Industry 4.0
Language: en
Pages: 301
Authors: Pritesh Shah
Categories: Computers
Type: BOOK - Published: 2021-09-28 - Publisher: CRC Press

GET EBOOK

Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligen
Metaheuristic Algorithms in Industry 4.0
Language: en
Pages: 302
Authors: Pritesh Shah
Categories: Computers
Type: BOOK - Published: 2021-09-29 - Publisher: CRC Press

GET EBOOK

Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligen
Metaheuristics for Scheduling in Industrial and Manufacturing Applications
Language: en
Pages: 362
Authors: Fatos Xhafa
Categories: Computers
Type: BOOK - Published: 2008-06-21 - Publisher: Springer Science & Business Media

GET EBOOK

During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of sc
Metaheuristics
Language: en
Pages: 409
Authors: Karl F. Doerner
Categories: Mathematics
Type: BOOK - Published: 2007-08-13 - Publisher: Springer Science & Business Media

GET EBOOK

This book’s aim is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles f
Metaheuristic Optimization via Memory and Evolution
Language: en
Pages: 472
Authors: Cesar Rego
Categories: Business & Economics
Type: BOOK - Published: 2006-03-30 - Publisher: Springer Science & Business Media

GET EBOOK

Tabu Search (TS) and, more recently, Scatter Search (SS) have proved highly effective in solving a wide range of optimization problems, and have had a variety o