Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB

Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB by Marco P Schoen

Dive into the foundations of intelligent systems, machine learning, and control with this hands-on, project-based introductory textbook. Precise, clear introductions to core topics in fuzzy logic, neural networks, optimization, deep learning, and machine learning, avoid the use of complex mathematical proofs, and are supported by over 70 examples. Modular chapters built around a consistent learning framework enable tailored course offerings to suit different learning paths. Over 180 open-ended review questions support self-review and class discussion, over 120 end-of-chapter problems cement student understanding, and over 20 hands-on Arduino assignments connect theory to practice, supported by downloadable Matlab and Simulink code. Comprehensive appendices review the fundamentals of modern control, and contain practical information on implementing hands-on assignments using Matlab, Simulink, and Arduino. Accompanied by solutions for instructors, this is the ideal guide for senior undergraduate and graduate engineering students, and professional engineers, looking for an engaging and practical introduction to the field.

'The book provides a thorough coverage of intelligent systems and control, featuring practical Matlab examples and emerging topics such as deep learning and reinforcement learning controlIts uniqueness lies in its capacity to serve as both a valuable college textbook for students, and a practical resource for engineers in related fields.' Jing Wang, Bradley University
'A very clear self-contained introduction to intelligent systems and control, and machine learning. The different topics are explained in a comprehensive way and Matlab commands are given so that students can understand how to use design tools in practical applications.' Antonio Visioli, University of Brescia

Marco P. Schoen is a Professor of Mechanical Engineering at Idaho State University, where he is the Director of the Measurement and Control Engineering Research Center. He is a Member of ASME, a Senior Member of IEEE, and AIAA, and the recipient of the 2019 ISU Distinguished Teacher Award.

SKU	Nicht verfügbar
ISBN 13	9781316518250
ISBN 10	1316518256
Titel	Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB
Autor	Marco P Schoen
Buchzustand	Nicht verfügbar
Bindungsart	Hardback
Verlag	Cambridge University Press
Erscheinungsjahr	2023-11-16
Seitenanzahl	450
Hinweis auf dem Einband	Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis	Nicht verfügbar