Università Roma Tre

STATE EQUATIOS FOR LINEAR AND NON-LINEAR CIRCUITS. METHODS FOR THE SOLUTION OF STATE EQUATIONS. eigenvalues ​​and eigenvectors AND FUNCTIONS OF MATRICES. ANALYSIS OF DYNAMIC NON-LINEAR CIRCUITS. NUMERICAL SOLUTION OF DIFFERENTIAL EQUATIONS AND SYSTEMS OF Differential Equations (EULER AND Runge-Kutta). Numerical Methods for THE CURVE FITTING. PHASE PORTRAIT: EQUILIBRIUM POINTS, STABLE AND UNSTABLE POINTS, SADDLE POINTS. CENTERS, STABLE AND UNSTABLE FOCI. LISSAJOUX. JOSEPHSON JUNCTION, DIODE TUNNEL. LINEARIZATION AROUND THE EQUILIBRIUM POINTS. DYNAMIC SYSTEMS OF HIGHER ORDER. BIFURCATION. LOGISTIC MAP.
MAP OF POINCARÉ. INTRODUCTION TO DETERMINISTIC CHAOS. LORENZ MODEL. CHAOTIC Attractors. HORIZON TIME. Non-Euclidean geometry: INTRODUCTION TO FRACTALS. DIMENSION
FRACTAL.
Lyapunov exponents. EQUIVALENT CIRCUIT MODEL OF LORENZ SYSTEMS. CHUA'S CIRCUIT.
ENCRYPTION THROUGH THE USE OF DETERMINISTIC CHAOS. CIRCUITS FOR CHAOTICENCRYPTION. CHAOS IN POWER ELECTRONICS CIRCUITS. hYSTERETIC INDUCERS. MODELS OF MAGNETIC HYSTERESIS Jiles-ATHERTON AND Preisach. Ferroresonance. deane CIRCUIT. FUNDAMENTALS OF SOFT-COMPUTING TECHNIQUES FOR THE IDENTIFICATION OF MODELS AND INVERSE PROBLEMS. NOTES ON NEURAL NETWORKS, EVOLUTIONARY ALGORITHMS AND FUZZY LOGIC.

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