Zombie Outbreak: The Knee of Exponential Growth
One infection doubling every hour looks harmless for a while — until the curve hits its knee and the numbers explode.
One becomes two becomes four…
Imagine a single infected zombie appears, and the outbreak doubles every hour: 1, then 2, then 4, then 8. For the first few hours the numbers feel manageable. But doubling is relentless — by hour 10 that lone zombie has become over a thousand, and by hour 20, over a million. Nothing about the rule changed; multiplying by 2 again and again simply compounds.
Why the curve seems to have a 'knee'
Doubling from 1 to 2 is an increase of 1. Doubling from 512 to 1024 is an increase of 512 — the exact same growth factor, but a vastly bigger jump in absolute numbers. On a graph, the early values sit so close to the axis that the curve looks almost flat, then suddenly appears to bend sharply upward. That bend is often called the knee of the curve — but nothing changed at that point except how big the numbers had already become.
- Substitute t = 10 into y = 1 · 2^t.
- Compute 2^10 = 2 × 2 × 2 × 2 × 2 × 2 × 2 × 2 × 2 × 2 = 1024.
- Multiply by the starting amount, 1.
- The growth factor is 1.05 (100% plus the 5% increase, written as a decimal).
- Compute (1.05)^10 ≈ 1.629.
- Multiply: y ≈ 100 × 1.629.
Exponential growth is everywhere
Compound interest, viral spread, and population growth under unlimited resources all follow this same multiply-each-period pattern. Recognizing y = a · b^t is the first step to modeling any of them.
Check your understanding
- Exponential growth multiplies a quantity by a fixed factor each period; linear growth adds a fixed amount each period.
- y = a·b^t models exponential growth, with a as the starting value and b as the growth factor (b > 1).
- Growth that looks slow at first and then bends sharply upward hasn't changed its rule — the absolute jumps just get bigger as the quantity grows.
- A growth factor of 1 + r represents an r% increase per period; for example 1.05 is a 5% increase.
- Never extrapolate exponential growth using a constant, linear amount per period — the rate of increase itself keeps growing.