Concavity, Slope, and Graphs
π First, a quick refresher:
A function is increasing when its slope is positive β it's going up as you move right.
A function is decreasing when its slope is negative β it's going down as you move right.
The rate at which a function increases or decreases depends on the second derivative, which tells us about the function's concavity.
π― What does it mean to:
1. Increase at a decreasing rate?
The function is going up, but it's doing so more slowly as you move right.
So the slope (first derivative) is positive but decreasing.
This means the second derivative is negative.
Therefore, the graph is concave down.
Example:
f(x)=xf(x) = \sqrt{x}f(x)=xβ or f(x)=lnβ‘(x)f(x) = \ln(x)f(x)=ln(x) β these increase, but the rate slows down.
2. Decrease at an increasing rate?
The function is going down, but it's doing so more steeply as you move right.
So the slope is negative and becoming more negative.
Again, the second derivative is negative.
The graph is also concave down.
Example:
f(x)=βexf(x) = -e^xf(x)=βex β it's decreasing, and the drop gets steeper.
3. Increase at an increasing rate?
The function is going up, and going up faster and faster.
The slope is positive and getting more positive.
The second derivative is positive.
The graph is concave up.
Example:
f(x)=exf(x) = e^xf(x)=ex or f(x)=x2f(x) = x^2f(x)=x2
4. Decrease at a decreasing rate?
The function is going down, but it's slowing down its descent.
The slope is negative, but getting less negative.
So the second derivative is positive.
The graph is concave up.
Example:
f(x)=βxf(x) = -\sqrt{x}f(x)=βxβ (on a domain where it's defined)
π§ TL;DR β How it all connects:
Behavior | Slope (fβ²) | Change in Slope (fβ³) | Concavity |
---|---|---|---|
Increase at increasing rate | + | + | Concave up |
Increase at decreasing rate | + | β | Concave down |
Decrease at increasing rate | β | β | Concave down |
Decrease at decreasing rate | β | + | Concave up |