(b)
Required probability
$P\left( A_{1} \cap A_{2}^{'} \cap A_{3} \right) + P(A_{1}' \cap A_{2} \cap A_{3})$
$= P\left( A_{1} \right)P\left( A_{2}^{'} \right)P\left( A_{3} \right) + P\left( A_{1}^{'} \right)P\left( A_{2} \right)P(A_{3})$
$= \left( \frac{1}{2} \right)^{3} + \left( \frac{1}{2} \right)^{3}$
$= \frac{1}{8} + \frac{1}{8} = \frac{1}{4}$