A. Canonical System Form:
$$a_1x + b_1y + c_1 = 0 \quad \text{and} \quad a_2x + b_2y + c_2 = 0$$where $a_1, b_1, c_1, a_2, b_2, c_2 \in \mathbb{R}$ and $a_1^2 + b_1^2 \neq 0, \; a_2^2 + b_2^2 \neq 0$.
B. Geometric Criteria for Solutions:
| Condition on Coefficients | Geometric Behavior of Lines | Nature and Number of Solutions |
|---|---|---|
| $\frac{a_1}{a_2} \neq \frac{b_1}{b_2}$ | Intersecting lines at a single point | Unique Solution (Consistent & Independent) |
| $\frac{a_1}{a_2} = \frac{b_1}{b_2} \neq \frac{c_1}{c_2}$ | Parallel lines (never intersect) | No Solution (Inconsistent) |
| $\frac{a_1}{a_2} = \frac{b_1}{b_2} = \frac{c_1}{c_2}$ | Coincident lines (identical line) | Infinitely Many Solutions (Consistent & Dependent) |