Definition and statement
📐 Geometric Interpretation
Geometrically, the dot product \mathbf{d} \cdot \mathbf{n} represents the scalar projection of the direction vector of the line onto the normal vector of the plane. When this dot product is zero, the line is perpendicular to the plane's normal, meaning the line is parallel to the plane.
⚙️ Algebraic & Structural Meaning
Algebrically, the problem reduces to solving a system of linear equations in three variables ($x, y, z$) parameterized by a single scalar $\lambda$. The determinant or coefficient matrix rank analysis immediately classifies the intersection into unique, none, or infinite solutions.