Prove that $0 \leq ab^2-ba^2 \leq \frac{1}{4}$ with $0 \leq a \leq b \leq 1$. 
Let $a$ and $b$ be real numbers such that $0 \leq a \leq b \leq 1$. Prove that $0 \leq ab^2-ba^2 \leq \dfrac{1}{4}$.

Attempt
We can see that $ab^2-ba^2 = ab(b-a)$, so it is obvious that it is greater than or equal to $0$. But how do I show it is also less than or equal to $\dfrac{1}{4}$?
 A: First proof
The part $0 \leq ab^2-ba^2$ is equivalent with $$0 \leq ab(b-a)$$ which is true because $b \geq a \geq 0$ .
For the other part use $b^2 \leq b \leq 1 $ and $a^2 \leq a$ as follows :
$$ab^2-ba^2 \leq ab-ba^2=b(a-a^2) \leq a-a^2 \leq \frac{1}{4}$$ the last part being equivalent with $\left (a-\frac{1}{2} \right )^2 \geq 0$ .
Second proof
Denote $f(a,b)=ab^2-ba^2=ab(b-a)$ . Now notice that if $d>0$ then :
$$f(a+d,b+d)=(a+d)(b+d)(b-a) \geq ab(b-a)=f(a,b)$$ 
In this way we can increase $b$ to $1$ by choosing $d=1-b$ (this technique is usually called smoothing ). So it suffices to prove that :
$f(a+d,1) \leq \frac{1}{4}$ which is as in the previous proof equivalent with $$\left (a+d -\frac{1}{2} \right )^2 \geq 0$$
A: There are more generic ways of solving such problems.
Since $f(a,b) = ab^2 - ba^2$ is continuous and differentiable, and the domain $0 \le a \le b \le 1$ is a compact simplex, it attains its max and min at one of the following points:


*

*A point where $0 < a < b < 1$ and $\nabla f (a,b) = 0$, i.e. $f_x(a,b) = f_y(a,b) = 0$

*A point where $a = 0$, $0 < b < 1$, and $f_y(a,b) = 0$

*A point where $0 < a < 1$, $b = 1$, and $f_x(a,b) = 0$

*A point where $0 < a = b < 1$, and $f_x(a,b) + f_y(a,b) = 0$

*A point where $a = b = 0$ or $a = b = 1$.
Calculate that $f_x(a,b) = b^2 - 2ab$, $f_y(a,b) = 2ab - a^2$.
There are no points of type (1).
Type (2) points are anything on the line, and here $a = 0$ so $f(a,b) = 0$.
Type (3) points satisfy $b = 1$, so $1 - 2a = 0$, so $a = \frac12$, and here $f(a,b) = \frac12 - \frac14 = \frac14$. Type (4) points all have $f(a,b) = 0$.
Finally, the two type (5) points are $f(0,0) = 0$ and $f(1,1) = 0$.
Thus the minimum of $f$ is $0$ and the maximum is $\frac14$, on this domain.
A: Hint: write $b=a+c$. Then $ab(b-a)=ac(a+c)$. Now apply AM-GM inequality to $a,c$ and recall $a+c=b\leq 1$.
Elaboration on AM-GM part: $\sqrt{ac}\leq\frac{a+c}{2}\leq\frac{1}{2}$ so $ac\leq\frac{1}{4}$.
