01-Polycopiés Pédagogiques

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Author: search.filters.author.Djamel OunnasHas files: Yes

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    Techniques de l’Intelligence Artificielle
    (University Echahid Cheikh Larbi Tebessi- Tebessa, 2026) Djamel Ounnas
    Ce polycopié propose une présentation générale des techniques d’intelligence artificielle et de leurs principales approches. Il aborde des méthodes permettant de traiter des problèmes complexes caractérisés par l’incertitude, l’imprécision et la non-linéarité. Les concepts introduits visent à fournir une compréhension globale des outils de l’intelligence artificielle et à faciliter leur utilisation dans divers domaines d’application. Destiné aux étudiants de Master, ce support constitue une base pédagogique pour l’apprentissage et l’approfondissement des approches intelligentes modernes.
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    Linear Systems Control of
    (Echahid Cheikh Larbi Tebessi, Tebessa University, 2026) Djamel Ounnas
    These lecture notes present essential methods for the analysis and control of linear systems, including frequency-domain design of PID controllers, state-space modeling, observers, and the Kalman filter. They combine theoretical foundations, solved problems, and MATLAB implementations to provide a comprehensive learning resource for students and practitioners in control engineering. They also serve as a consolidation of previously acquired knowledge, with a focus on mastering the representation of dynamic systems in state space, understanding their fundamental properties, and acquiring key methods for analysis and control synthesis. This course is intended primarily for third-year undergraduate students in Automation and Electrical Engineering. It is also suitable for learners who wish to acquire the fundamental concepts of linear systems control in general.