The base of a logarithm ($a$) must be positive ($a > 0$). Allowing a negative base ($a < 0$) leads to contradictions or complex numbers, making the logarithm function inconsistent for real numbers.
This suggests that $2 = 4$, which is not possible.
If we try to use $(-2)^4 = 16$, then $4 = \log_{-2} 16$. The values of $\log_{-2} N$ would oscillate between real and complex numbers as $N$ changes.
Conclusion: To maintain a consistent and well-defined function in the set of real numbers, the base must be restricted to $a > 0$ and $a \neq 1$.
The fundamental relationship is:
| Example | Exponential Form (ax=N) | Logarithmic Form (x=logaN) |
| (i) | $2^4 = 16$ | $4 = \log_2 16$ |
| (ii) | $a^x = m$ | $x = \log_a m$ |
| (iii) | $T^L = F$ | $L = \log_T F$ |
| Example | Logarithmic Form (x=logaN) | Exponential Form (N=ax) |
| (i) | $\log_a N = x$ | $N = a^x$ |
| (ii) | $\log_q p = r$ | $p = q^r$ |
| (iii) | $\log_5 125 = x$ | $125 = 5^x$ |