Teacher
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LOZITO GABRIELE MARIA
(syllabus)
State equations for linear and non-linear circuits, analysis and soltion. Eigenvalues, eigenvectors and functions of matrices. Dynamic analysis of non-linear circuits. Numerical methods for differential equations solution (Euler and Runge-Kutta). Numerical methods for curve-fitting. Phase portraits, stability analysis, Lissajoux figures. Second order systems: Josephson junction, tunnel diode. Linearization techniques. Higher order systems. Bifurcations. Logistic Map. Deterministic Chaos. Lorentz system. Attractors. Fractals. Analysis through Lyapunov exponents. Equivalent circuit model (Lorenz). Chua's circuit. Chaotic crittography. Chatic behaior in power systems. Magnetic hysteresis. Model identification. Softcomputing techniques.
(reference books)
1. L.O. CHUA, C.A. DESOER, E.S.KUH, LINEAR AND NON-LINEAR CIRCUITS: SOLUTION MANUAL – ED. MC GRAW HILL UNIVERSITÀ DEGLI STUDI ROMA TRE - Via Ostiense, 159 - 00154 ROMA 2. MASAO NAKAGAWA, M. NAKAGAWA, CHAOS AND FRACTALS IN ENGINEERING, WORLD SCIENTIFIC PUBLISHING COMPANY 3. S. HAYKIN, NEURAL NETWORKS, A COMPREHENSIVE FOUNDATION (2ND ED.), IEEE PRESS 4. G. MARTINELLI, 'RETI NEURALI E NEUROFUZZY' - ED. EUROMA, 2000 5. ZBIGNIEW MICHALEWICZ, DAVID B. FOGEL, HOW TO SOLVE IT: MODERN HEURISTICS, SPRINGER - 2004
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