Monotonicity Test
BasisPrerequisites
If a car’s speedometer reads positive throughout a journey, the car moved forward. If it reads negative, the car reversed. The monotonicity test is this observation applied to any differentiable function: the sign of tells you whether climbs, falls, or stays flat on an interval.
The theorem
Theorem (Monotonicity Test). Let be continuous on and differentiable on .
- If for all , then is strictly increasing on .
- If for all , then is strictly decreasing on .
- If for all , then is constant on .
- If for all , then is non-decreasing on .
- If for all , then is non-increasing on .
Proof
All five cases follow from the same argument. Take . By the Mean Value Theorem, there exists such that
Since , the sign of equals the sign of :
- (case 1).
- (case 2).
- (case 3).
Cases 4 and 5 follow identically with non-strict inequalities.
Converse direction
The theorem does not reverse cleanly. can be strictly increasing while vanishes at isolated points.
Example. on : , yet is strictly increasing everywhere. Any gives directly.
The correct converse is: if is non-decreasing on and differentiable, then — with equality allowed at some points.
Finding intervals of monotonicity
In practice you use the test as follows. Given differentiable on an open interval:
- Solve and locate where is undefined.
- These points partition the domain into open intervals.
- On each interval, check the sign of at any sample point.
- Apply the theorem to conclude increasing or decreasing.
Example. .
vanishes at , giving three intervals:
| Interval | Sign of | Behaviour of |
|---|---|---|
| strictly increasing | ||
| strictly decreasing | ||
| strictly increasing |
Strict monotonicity and invertibility
A function that is strictly monotone on is injective: implies . Combined with continuity, it maps bijectively onto the interval (or if decreasing), and its inverse is again continuous and strictly monotone in the same direction.
This is the rigorous content behind “a strictly increasing function has an inverse.” When you meet an inverse function in analysis, it is almost always because the original function satisfied the monotonicity test on the relevant domain.
Summary
- Positive derivative on implies is strictly increasing on ; negative derivative implies strictly decreasing; zero derivative implies constant.
- Proof: apply the MVT to any pair ; the sign of matches the sign of .
- The converse is weaker: strict monotonicity allows at isolated points.
- To find monotone intervals: solve , partition the domain, check the sign of on each piece.
- Strictly monotone continuous functions are bijections onto their range and have continuous monotone inverses.