Concept understanding — Exponential Decay Half Life
Exponential Decay Half-Life: From Intuition to Precision
Imagine you have a freshly poured cup of coffee. It's hot — say 80°C. The room is at 25°C. You know the coffee cools down, but it doesn't cool at a constant rate. In the first minute, it drops a lot. In the second minute, it drops less. By the tenth minute, it's barely changing. That slowing-down pattern — where the rate of change is proportional to the amount left — is exponential decay.
Now, the half-life is a single number that captures the speed of that decay. It answers the question: How long does it take for half of whatever we're measuring to disappear?
The Intuition: A Simple Story
Suppose you have 100 radioactive atoms of a certain element. After one half-life, 50 atoms remain. After another half-life, 25 remain. After another, 12.5 (on average). Notice the pattern: each half-life, the quantity is cut in half. It doesn't matter whether you start with 1000 atoms or 10 atoms — the time to go from any number to half that number is always the same.
This is the key insight: the half-life is constant. It doesn't depend on how much you have. That's what makes it so useful. If a drug has a half-life of 4 hours in your body, then every 4 hours, half of what's left gets eliminated. After 8 hours, only a quarter remains. After 12 hours, an eighth.
Note
Exponential decay is not linear. In linear decay, you'd lose the same amount each hour (e.g., 10 mg per hour). In exponential decay, you lose the same fraction each hour (e.g., 50% per hour). That fraction is what the half-life encodes.
The Precise Statement
Let N0 be the initial quantity (atoms, drug concentration, temperature difference, etc.). Let N(t) be the quantity after time t. Let T1/2 be the half-life.
The defining property of half-life is:
N(T1/2)=21N0
After two half-lives:
N(2T1/2)=41N0
After n half-lives:
N(nT1/2)=(21)nN0
This works even for fractional half-lives. After 0.5 half-lives, you'd have about 70.7% remaining (since 1/2≈0.707).
The Mathematical Formula
Exponential decay follows the equation:
N(t)=N0e−λt
where λ is the decay constant — the probability per unit time that a single atom decays. The half-life and decay constant are related by a simple formula:
T1/2=λlog2
Why log2? Because we want N(T1/2)=21N0. Plugging into the decay equation:
The given decay model already carries the decay constant k=5700log2 built in, so the half-life follows directly from it, and setting the remaining fraction to 41 (two halvings) gives the charcoal's age. …
The decay constant is k=5700log2, so the half-life is 5700 years; when only 41 of the carbon-14 remains the sample has aged through two half-lives, i.e. 11400 years.