Let $E=[0,1]$. Here are the definitions I am using:
Let $A\subset E$, then we define the outer measure of $A$ as $$\mu^*(A)=\inf \left\{\sum_k m(I_k): A\subset \cup_k I_k \right\}$$ where the infimum is taken over all any countable collection $\{I_k\}$ of intervals (open, closed or half open) whose union contains $A$, and we define the inner measure of $A$ as, $$\mu_*(A)=1-\mu^*(E\setminus A)$$ and finally $A$ is said to be measurable if $\mu^*(A)=\mu_*(A)$.
As a note, I have shown that $$\mu^*(A)=\inf\{\mu(G): A\subset G, G \text{ is open relative to } E\}$$ so that we may use this characterization of the outer measure of a set or the one originally given above. We can also reformulate the definition of a measurable set: a set $A\subset E$ is measurable if and only if $\mu^*(E)=\mu^*(E\cap A)+\mu^*(E\setminus A)$ and this follows immediately from the fact that if $A$ is measurable according to the definition above, then $\mu^*(A)+\mu^*(E\setminus A)=1$ and since $A\subset E$, we have $A\cap E=A$.
Now, I want to show yet another equivalent characterization of measurability in the following,
$\textbf{Problem:}$ I am trying to prove if $A \subset E$ is measurable then for any $F\subset E$, we have $$\mu^*(F)=\mu^*(F\cap A)+\mu^*(F\setminus A).$$
The hint in my book says to use $B\subset E$ is measurable if and only if for any $\epsilon >0$, $\exists G_1, G_2 \subset E$ and open relative to $E$ such that $B\subset G_1$, $E\setminus B\subset G_2$, and $\mu(G_1\cap G_2)<\epsilon$, so I also proved this (using the second characterization of $\mu^*$ provided here). For the current problem, this is my work so far:
Clearly, $$\mu^*(F)\leq \mu^*(F\cap A)+\mu^*(F\setminus A)$$ by sub-additivity. For the other inequality, let $\epsilon >0$, then by the above condition for measurability, we have (for some $G_1, G_2 \subset E$, etc), $$F\cap A\subset A \subset G_1 \text{ and } F\setminus A\subset E\setminus A\subset G_2$$ and $$\mu^*(F)+\mu^*(F\setminus A)\leq \mu(G_1)+\mu(G_2)=\mu(G_1 \cup G_2) + \mu(G_1\cap G_2)$$ but $G_1\cup G_2=E$, so the right hand side above is less than $1+\epsilon$. But I don't really see how this helps. We can conclude the left hand side is less than or equal to $1$ then since $\epsilon$ was arbitrary but I don't think I'm approaching this correctly. Any suggestions would be greatly appreciated, thanks.