Lesson 8 of 13 · 7 min
Exponential and logarithmic functions
NCERT §5.4
A rumour in Riya's class doubles its listeners every hour, while her step counter adds the same number every hour. Why does doubling soon outrun any fixed pattern of adding, or even any fixed power?
The lesson in notes
In short
Powers are left far behind by exponentials. At x = 10³, x¹⁰⁰ is 10³⁰⁰, while 10ˣ is 10¹⁰⁰⁰.
For a base b > 1, y = bˣ has domain R and range the positive reals, passes through (0, 1), always increases, and hugs the x-axis for large negative x without touching it.
Base 10 gives the common exponential. The number e, between 2 and 3, is the sum 1 + 1/1! + 1/2! + …; base e gives the natural exponential eˣ.
log_b a = x means bˣ = a. So log₂ 8 = 3, log₁₀ 10000 = 4, log₅ 625 = 4 and log₂₅ 625 = 2. The natural log log x uses base e.
For b > 1, log_b x is defined only for x > 0, increases, is negative for 0 < x < 1, zero at 1, and tends to −∞ as x → 0⁺. Its graph is the mirror image of bˣ in the line y = x.
Rules: log_a p = log_b p / log_b a, log(pq) = log p + log q, log(pⁿ) = n log p, log(p/q) = log p − log q. So x = e^(log x) holds only for x > 0.
Key derivatives: d/dx(eˣ) = eˣ, and d/dx(log x) = 1/x for x > 0. Both are continuous on their domains.
With the chain rule: e⁻ˣ gives −e⁻ˣ; sin(log x) gives cos(log x)/x; e^(cos x) gives −sin x · e^(cos x); cos⁻¹(eˣ) gives −eˣ/√(1 − e²ˣ).