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Mathematics

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 xx sat in the base, as in y=x2y = x^2. With the exponential function it is the other way round: now xx sits up in the . The general form is y=abxy = a \cdot b^x. Here aa is the starting value at x=0x = 0, because b0=1b^0 = 1. The base bb is the factor by which the value multiplies at every step. If bb is greater than 11, that fixed factor turns into a curve which grows ever steeper.

y=abxa=Startwert,b=Wachstumsfaktory = a \cdot b^x \qquad a = \text{Startwert},\quad b = \text{Wachstumsfaktor}
Each step in xx multiplies the value by bb, it does not add.
Growth bars
Base2
Exponent3
0
1
1
2
2
4
3
8
23 = 2 × 2 × 2 = 8
Try it: raise the exponent step by step and watch how quickly the values run away.

Growth and decay

Everything hangs on the base bb. If b>1b > 1 the value grows, at b=2b = 2 it doubles with every step. If bb lies between 00 and 11 the value gets smaller, that is called decay. At b=0.5b = 0.5 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 b=1b = 1 nothing happens: times 11 leaves every value unchanged, the graph is a horizontal line. A positive starting value aa only shifts the height, the direction is decided by bb alone.

y=1002x(Wachstum)y=1000,5x(Zerfall)y = 100 \cdot 2^x \quad\text{(Wachstum)} \qquad y = 100 \cdot 0{,}5^{\,x} \quad\text{(Zerfall)}
Same starting value, opposite direction: only the base tells them apart.

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 200200 becomes 400400 after one hour, 800800 after two hours and 16001600 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 solved

Time to try it yourself. You can't break anything, every attempt counts.

Does y=32xy = 3 \cdot 2^x describe growth or decay?

Compute y=2xy = 2^x at x=5x = 5.

Compute y=1002xy = 100 \cdot 2^x at x=3x = 3.

Match each base bb to how the value behaves per step.

b=2b = 2
b=0.5b = 0.5
b=1b = 1

What is the value of y=3xy = 3^x at x=0x = 0?

A culture starts with 200 cells and doubles every hour. Order the cell counts from the start to after 3 hours.

  1. 1800 cells
  2. 2400 cells
  3. 3200 cells
  4. 41600 cells