Show If $A_{1} \subset A_{2} \subset \cdots,$ then $\varliminf A_{n}=\varlimsup A_{n}=\cup_{n=1}^{\infty} A_{n}$
My reasoning:
By definition $\varliminf A_{n}=\cup_{n=1}^{\infty} \cap_{k=n}^{\infty} A_{k}=\left\{\omega: \omega\right.$ is in all but finitely many $\left.A_{n} s\right\}$,$\overline{\lim } A_{n}=\bigcap_{n=1}^{\infty} \cup_{k=n}^{\infty} A_{k}=\left\{\omega: \omega\right.$ is in an infinite number of $\left.A_{n} s\right\} $.
Since $\varliminf A_n\subset \varlimsup A_n$, we only need to prove the other direction. Proof of the other direction: let $x\in\varlimsup A_n, x\in \cup^\infty_{n=1} A_n$, $x\in A_1 \cup A_2 \cup A_3 ,... $ where $A_1=\cap^\infty_{k=1} A_k$, $A_2=\cap^\infty_{k=2} A_k,...$ hence we have approved the opposite direction. We also know that $\cap^\infty_{n=k}A_n=A_k$,$\varliminf A_n= \cup^\infty_{n=1}A_n$ then follows.
My problem:
I feel I didn't really use the condition that $A_1\subset A_2 \subset$ properly as follow this logic I am unable to proof the other direction: If $A_{1} \supset A_{2} \supset \cdots,$ then $\varliminf A_{n}=\varlimsup A_{n}=\cap_{n=1}^{\infty} A_{n}$. Could someone please point out what I have been missing? I am also struggling to understand the difference.
Your proof is rather unclear. I don't really understand what you try to prove. Nevertheless, notice that $$\liminf_{k\to \infty }A_n=\bigcup_{k=1}^\infty \bigcap_{n\geq k}A_n=\bigcup_{k=1}^\infty A_k\underset{(*)}{=}\bigcap_{k=1}^\infty \bigcup_{n\geq k}A_n=\limsup_{n\to \infty }A_n,$$
where $(*)$ comes from the fact that $\forall m\in \mathbb N$, $$\bigcup_{k=m}^\infty A_k=\bigcup_{k=1}^\infty A_k,$$ because $\{A_k\}$ is increasing.