State-space approach for linear control systems. Chapter 2: Solution of state equations

We start with a comparison to a first order linear ODE to move towards a multi-dimensional case
which relies on matrix algebra. The goal is to build the solution of linear time invariant models
expressed in the standard state equation form. Introduces the matrix exponent, system eigenvalues and eigenvectors.