Suppose $f$ is a continuous, strictly increasing function defined on a closed interval $[a,b]$ such that $f^{-1}$ is the inverse function of $f$. Prove that, $$\int_{a}^bf(x)dx+\int_{f(a)}^{f(b)}f^{-1}(x)dx=bf(b)-af(a)$$
A high school student or a Calculus first year student will simply, possibly, apply change of variable technique, then integration by parts and he/she will arrive at the answer without giving much thought into the process. A smarter student would probably compare the integrals with areas and conclude that the equality is immediate.
However, I am an undergrad student of Analysis and I would want to solve the problem "carefully". That is, I wouldn't want to forget my definitions, and the conditions of each technique. For example, while applying change of variables technique, I cannot apply it blindly; I must be prudent enough to realize that the criterion to apply it includes continuous differentiability of a function. Simply with $f$ continuous, I cannot apply change of variables technique.
Is there any method to solve this problem rigorously? One may apply the techniques of integration (by parts, change of variables, etc.) only after proper justification.
The reason I am not adding any work of mine is simply that I could not proceed even one line since I am not given $f$ is differentiable. However, this seems to hold for non-differentiable functions also.
I would really want some help. Pictorial proofs and/or area arguments are invalid.

Now,if whe function is deceasing then,
$\color{red}{\mathcal{A}} = \int_{a}^{b} f(x) dx - f(b)(b-a)$
$$\color{red}{\mathcal{A}} = \int_{f(b)}^{f(a)} f^{-1}(x) dx - a(f(a)-f(b))$$ Whence,
$$ \int_{a}^{b} f(x) dx - f(b)(b-a) = \int_{f(b)}^{f(a)} f^{-1}(x) dx - a(f(a)-f(b)) $$ that is $$ \color{red}{\int_{a}^{b} f(x) dx +\int_{f(a)}^{f(b)} f^{-1}(x) dx = bf(b) - af(a).}$$
– Guy Fsone Nov 27 '17 at 15:34