Why is the outer measure of the set of irrational numbers in the interval [0,1] equal to 1? Just learned Lebesgue outer measure from Royden's Real Analysis. 
Let me give my proof. First, let $A$ be the set of irrational numbers in [0,1]. So $A\subset [0,1]\Rightarrow m^*(A)\le m^*([0,1])=1$.
Then I want to show $m^*(A)\ge 1$ by using $\sum_{k=1}^\infty l(I_k)\le m^*(A)+\epsilon$. $\{I_k\}_k$ covers $A$, then add $I_0$ to this collection. $[0,1]\subset I_0$. So
$l(I_0)+\sum_{k=1}^\infty l(I_k)\le m^*(A)+\epsilon\Rightarrow m^*(A)\ge l(I_0)+\sum_{k=1}^\infty l(I_k)-\epsilon\ge 1+\sum_{k=1}^\infty l(I_k)-\epsilon$
We can always choose a small enough $\epsilon>0$ such that $\sum_{k=1}^\infty l(I_k)-\epsilon>0$. Therefore, $m^*(A)=1$.
 A: The rational numbers has measure zero, so $\mathbb{Q}\in \mathcal{M}(\lambda^*)$. Then 
\begin{align}\,1=\lambda^*([0,1])=\lambda^*([0,1]\cap\mathbb{Q})+\lambda^*([0,1]\setminus \mathbb{Q})=0+\lambda^*([0,1]\setminus \mathbb{Q})\end{align}
i.e., $1=\lambda^*([0,1]\setminus \mathbb{Q})$.
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A: What you know is that $\sum_k l(I_k) \le m^*(A) + \epsilon$ for some sequence of intervals covering $A$. You've got $l(I_0) \ge 1$ but only add it to the left-hand side of the inequality so your solution is in error.
Do you know that $m^*([0,1]) = 1$ and $m^*(rationals) = 0$? If so use subadditivity and monotonicity: $$m^*([0,1]) \le m^*(rationals) + m^*(irrationals) = m^*(irrationals) \le m^*([0,1])$$ so that $$m^*(irrationals) = m^*([0,1]) = 1.$$
A: First we show that if $S$ is a countable subset of $\Bbb R$ then the Lebesgue outer measure $m^*(S)=0.$ Second we show that if $J$ is a bounded real interval then $m^*(J)=l(J).$ 
Now for  $J\subset  \Bbb R$ and for a countable  $S\subset J$ let $A$ be any countable family of open intervals with $\cup A\supset (J \setminus S).$ For $r>0$ let $B_r$ be a countable family of  open intervals with $\cup B_r\supset S$ and $\sum_{b\in B_r}l(b)\leq r.$   Then $C= B_r\cup A$ is a countable family of  open intervals  with $\cup C\supset J$ so   $$m^*(J\setminus S)\leq m^*(J) \leq  \sum_{c\in C}l(c)\leq \sum_{b\in B_r}l(b)+\sum_{a\in A}l(a)\leq r+\sum_{a\in A}l(a).$$ Taking the inf of the right-most  expression above, over every family $A$  of open intervals that covers $J\setminus S,$ we have $$(\bullet ) \quad m^*(J\setminus S)\leq  m^*(J)\leq r+m^*(J \setminus S).$$ Since $(\bullet )$  holds for every $r>0,$ we have  $$m^*(J\setminus S)\leq m^*(J)\leq m^*(J\setminus S).$$ Therefore $m^*(J \setminus  S)=m^*(J).$   
In particular if $J$ is a bounded interval then   $m^*(J\setminus S)=m^*(J)=l(J). $          
