Engineering Mathematics and Artificial Intelligence: Foundations, Methods, and Applications (Mathematics and its Applications)
by Herb Kunze (Editor), Davide La Torre (Editor), Adam Riccoboni (Editor), Manuel Ruiz Galán (Editor)
Publisher finelybook 出版社: CRC Press; (July 26, 2023)
Language 语言: English
Print Length 页数: 513 pages
ISBN-10: 1032255676
ISBN-13: 9781032255675
Book Description
The fields of Artificial Intelligence (AI) and Machine Learning (ML) have grown dramatically in recent years, with an increasingly impressive spectrum of successful applications. This book represents a key reference for anybody interested in the intersection between mathematics and AI/ML and provides an overview of the current research streams.
Engineering Mathematics and Artificial Intelligence: Foundations, Methods, and Applications discusses the theory behind ML and shows how mathematics can be used in AI. The book illustrates how to improve existing algorithms by using advanced mathematics and offers cutting-edge AI technologies. The book goes on to discuss how ML can support mathematical modeling and how to simulate data by using artificial neural networks. Future integration between ML and complex mathematical techniques is also highlighted within the book.
This book is written for researchers, practitioners, engineers, and AI consultants.
