Definition and statement
📐 Geometric Interpretation
The solutions define an $n$-dimensional vector space of smooth curves over $\mathbb{R}$. Geometrically, each independent solution represents a fundamental mode of system evolution, and the phase portrait is determined entirely by the eigenvalues of the associated companion matrix.
⚙️ Algebraic & Structural Meaning
The differential operator $L = \sum_{i=0}^n a_i D^i$ (where $D = \frac{d}{dx}$) factors algebraically according to the roots of the auxiliary polynomial $P(m) = \sum_{i=0}^n a_i m^i = 0$, transforming calculus problems into linear algebra eigenvalue problems.