By considering application of a periodic potential to free-electron gas, it is shown that the continuous energy distribution of free electrons gets divided into energy bands with a gap between them. Ir is shown that the gap opens up at the Brillouin zone boundary.

References: (i) Chapter 9: Ashcroft and Mermin
(ii) Chapter 7: Kittel