Linearization Equilibria and Trim Conditions Linear Vector Spaces Matrix Algebra Range, Rank, and Nullspace Eigenvalues and Eigenvectors Cayley-Hamilton Theorem Fundamental Matrix State Transition Matrix General Solution of the State Equation