Mathematics
Exponential functions
When something doubles again and again: the function behind growth and decay.
What you need first
Put one grain of rice on the first square of a chessboard, double it on every next square, and after only a few squares no sack in the world is big enough. This force sits behind every process that keeps multiplying itself: money earning interest, dividing bacteria, a rumour making the rounds. The mathematics behind it is the exponential function.
The x sits in the exponent
With power functions sat in the base, as in . With the exponential function it is the other way round: now sits up in the . The general form is . Here is the starting value at , because . The base is the factor by which the value multiplies at every step. If is greater than , that fixed factor turns into a curve which grows ever steeper.
Growth and decay
Everything hangs on the base . If the value grows, at it doubles with every step. If lies between and the value gets smaller, that is called decay. At it halves each time. That is how the amount of a radioactive material drops, and how the temperature gap between a hot coffee and the room closes. At exactly nothing happens: times leaves every value unchanged, the graph is a horizontal line. A positive starting value only shifts the height, the direction is decided by alone.
The doubling time
With growth one often asks: how long until the value doubles? This doubling time is always the same length, no matter how large the value already is. If bacteria double every hour, then becomes after one hour, after two hours and after three hours. It is exactly this fixed doubling time that makes exponential growth look so modest at first and so overwhelming later.
Exercises
0 of 6 solvedTime to try it yourself. You can't break anything, every attempt counts.
Does describe growth or decay?
Compute at .
Compute at .
Match each base to how the value behaves per step.
What is the value of at ?
A culture starts with 200 cells and doubles every hour. Order the cell counts from the start to after 3 hours.
- 1800 cells
- 2400 cells
- 3200 cells
- 41600 cells
Where this leads