Matrix Math Tutorials Quadratic Forms, Positive Definite, Negative Definite, and Semi-Definite Matrices Lyapunov Equation: How to Compute the Solution and Origins in Stability Analysis of Dynamical Systems Introduction to Method of Least Squares