Step 1: Understanding the Concept:
Self-inductance ($L$) is a purely geometric property of a coil. It depends on the number of turns ($N$), the cross-sectional area ($A$), the length ($l$), and the permeability of the core ($\mu$).
Step 2: Detailed Explanation:
The formula for self-inductance of a solenoid is $L = \frac{\mu_0 N^2 A}{l}$. While the magnetic flux ($\Phi$) depends on current ($I$) according to $\Phi = LI$, the coefficient $L$ itself does not change when the current changes. It is a constant for a given physical coil.
Step 3: Final Answer:
The self-inductance remains $L$.