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Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB Marco P. Schoen (Idaho State University)

Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB By Marco P. Schoen (Idaho State University)

Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB by Marco P. Schoen (Idaho State University)


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Summary

Dive into intelligent systems, machine learning, and control with this hands-on, project-based textbook, including over 20 hands-on Arduino, Matlab and Simulink assignments. With over 120 end-of-chapter problems, and solutions for instructors, this is the ideal practical introduction for senior and graduate engineering students.

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

Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB by Marco P. Schoen (Idaho State University)

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.

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

'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 control. Its 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

About Marco P. Schoen (Idaho State University)

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.

Table of Contents

1. What is an Intelligent System?; 2. Fuzzy Sets and Fuzzy Logic; 3. Fuzzy Inference and Fuzzy Logic Control; 4. Optimization: Hard Computing; 5. Optimization: Soft Computing; 6. Artificial Neural Networks; 7. Hybrid Intelligent Systems; 8. Deep Learning; 9. Machine Learning.

Additional information

NPB9781316518250
9781316518250
1316518256
Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB by Marco P. Schoen (Idaho State University)
New
Hardback
Cambridge University Press
2023-11-16
450
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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