Given $f: [a,b] \rightarrow [a,b]$ increasing, where $f(a) > a$ and $A = \{x \in [a,b] : f(x) > x\}. \ $ If $s = \sup(A), $ prove that $f(s) = s$.
In order to show that $f(s) = s$, I was trying to prove that $f(s) \leq s$ and $f(s) \geq s$.
Can I simply state that since $f$ is an increasing function then $f(s) \geq s$? How can I prove that $f(s) \leq s$?
You've shown $f(s)\geq s.$
To summarize, since it is in comments only:
If $f(s)>s,$ then in particular, $s<b,$ since $f(b)\leq b.$ Let $\delta=\frac{f(s)-s}2>0.$ Then, since $f(s)\leq b,$ we have $$s+\delta\leq s+\frac{b-s}2=\frac{s+b}2<b.$$ So $$f(s+\delta)\geq f(s)=s+(f(s)-s)> s+\delta,$$ which means $s+\delta\in A,$ contradicting $s=\sup A.$
Essentially, we are proving that for each $x\in A,$ there is an $x'>x$ with $x'\in A,$ so the supremum cannot be in $A.$