Bloch theorem follows because lattice translations commute with and with each other: simultaneous eigenstates obey , so with lattice-periodic. Conversely this form has the required translation character.
The listed points are precisely integer combinations of (the face-centred cubic lattice), as follows by sorting the parity classes of doubled Cartesian coordinates.
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Using gives , , . The reciprocal cell volume is .
Bloch theorem are eigenstates with .
The sum of three cosines ranges from to on the Brillouin zone, so .
Near , . The quadratic form has eigenvalues along its principal axes, so comparison with gives twice and once (with signs interpreted at the selected band extremum).

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