Marco P. Schoen (Idaho State University)

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

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 450
• Erscheinungstermin: 16. November 2023
• Englisch
• Abmessung: 184mm x 262mm x 32mm
• Gewicht: 1196g
• ISBN-13: 9781316518250
• ISBN-10: 1316518256
• Artikelnr.: 68676010

Autorenporträt

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.

Inhaltsangabe

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.