| Titre : | Introduction to intelligent systems, control, and machine learning using MATLAB/ P. Schoen, Marco |
| Type de document : | texte imprimé |
| Editeur : | Cambridge : Cambridge University press, 2024 |
| ISBN/ISSN/EAN : | 978-1-316-51825-0 |
| Format : | 450 p. / tab., fig., sch., ill. / 26 cm |
| Langues: | Anglais |
| Mots-clés: | Intelligent Systems ; Control Systems ; MATLAB ; Simulink ; Arduino Projects ; Fuzzy Logic ; Fuzzy Control ; Soft Computing ; Neural Networks ; Machine Learning ; Deep Learning ; Genetic Algorithms ; Optimization |
| Résumé : | This textbook presents a practical, project‑based introduction to the intertwined fields of intelligent systems, control engineering, and machine learning, with a strong emphasis on hands‑on work using MATLAB, Simulink and Arduino platforms. It begins by defining what an intelligent system is and then guides the reader through fundamental techniques such as fuzzy logic and fuzzy‑logic control, optimization via hard and soft computing, artificial neural networks, and hybrid intelligent systems. It then proceeds to more modern topics including deep learning and broader machine‑learning methods. The chapters are modular, each including a consistent learning framework, multiple worked examples (over 70), plenty of exercises (over 120 end‑of‑chapter problems and over 180 open‑ended review questions) and more than 20 Arduino‑based assignments that connect theory to physical prototypes. The appendices supply the foundational content in control systems and practical implementation details in MATLAB, Simulink and Arduino, making the book self‑contained for both senior undergrads, graduate students and practicing engineers. |
Exemplaires (2)
| Code-barres | Cote | Support | Localisation | Section | Disponibilité |
|---|---|---|---|---|---|
| 131651825001 | 006.31/03 | Livre | Bibliothèque Estin | Documentaires | Consultation sur place Exclu du prêt |
| 131651825002 | 006.31/03.2 | Livre | Bibliothèque Estin | Documentaires | Consultation sur place Exclu du prêt |
