EXTREMELY CONFUSED RIGHT NOW. I explain everything down below.
Let $f(x)$ be a function on the closed interval $[a,b]$. We define the limit of Riemann Sums $S_{P}=\sum_{k=1}^{n} f(c_{k})\Delta x_{k}$ on $[a,b]$ as the mesh $\mu{(P)}\rightarrow 0$ to be the number $I$ if
Given $\epsilon>0$, $\exists\delta$ such that for every partition $P$ of the interval $[a,b]$
$$\mu{(P)}<\delta \Longrightarrow |S_{P}-I|<\epsilon$$
for any $c_{k}$ we choose in the subintervals $[x_{k-1},x_{k}]$.}
\noindent If the definition holds, then the limit of a Riemann Sum would exist and we can write
$$\lim_{\mu{(P)}\to 0} \sum_{k=1}^{n} f(c_{k})\Delta x_{k}=I$$
THEN WE HAVE...
A bounded function is integrable on $[a,b]$ if and only for every $\epsilon>0$ there exists a partition $P_{\epsilon}$ of $[a,b]$ such that $$U(f,P_{\epsilon})-L(f,P_{\epsilon})<\epsilon$$
There are so many criteria for integrability, and when I read different textbooks I find different arguments -- at least that's what I have experienced. From two "definitions" above, which one is correct? Are both correct and Riemann Integrability can be defined in many ways? Is one definition better than the other even though all definitions are correct? How should I interpret this concept?
Thank you!
The two definitions are equivalent but the second one involving the upper and lower limits $(U(f,P_{\epsilon}),L(f,P_{\epsilon}))$ was given by Darboux.
We can show that a function is Riemann integrable iff it is Darboux integrable, thus the two are equivalent.
For a proof of this you can check this post-How to prove that a function is Riemann integrable if and only if it is Darboux integrable? .
Because of Riemann's contribution to the development of the theory of defined integrals, in bibliography the dominant term is Riemann Integrability.