Right answer is (a) to increase voltage gain
For explanation I would say: When an emitter resistance is added in a CE amplifier, its voltage gain is reduced, but the input impedance increases. Whenever bypass capacitor is linked in parallel with an emitter resistance, the voltage gain of CE amplifier increases.