Machine Learning Algorithms and Applications in Engineering

Machine Learning Algorithms and Applications in Engineering (Smart and Intelligent Computing in Engineering) 1st Edition
by Prasenjit Chatterjee (Editor), Morteza Yazdani (Editor), Francisco Fernández-Navarro (Editor), Javier Pérez-Rodríguez (Editor)
Publisher: CRC Press; 1st edition (February 28, 2023)
Language: English
Hardcover: 314 pages
ISBN-10: 0367569124
ISBN-13: 9780367569129
Book Description
Machine Learning (ML) is a sub field of artificial intelligence that uses soft computing and algorithms to enable computers to learn on their own and identify patterns in observed data, build models that explain the world, and predict things without having explicit pre-programmed rules and models. This book discusses various applications of ML in engineering fields and the use of ML algorithms in solving challenging engineering problems ranging from biomedical, transport, supply chain and logistics, to manufacturing and industrial. Through numerous case studies, it will assist researchers and practitioners in selecting the correct options and strategies for managing organizational tasks.