Statement

On Td=Rd/Zd\mathbb T^d=\mathbb R^d/\mathbb Z^d, d≥1d\geq1, with Haar probability, Tω(x)=x+ωT_\omega(x)=x+\omega is ergodic if and only if

k⋅ω∉Z(0≠k∈Zd).k\cdot\omega\notin\mathbb Z\qquad(0\ne k\in\mathbb Z^d).

Equivalently, 1,ω1,…,ωd1,\omega_1,\ldots,\omega_d are linearly independent over Q\mathbb Q.

Fourier proof

For ek(x)=e2πik⋅xe_k(x)=e^{2\pi ik\cdot x},

UTωek=e2πik⋅ωek,αω(ek)=e−2πik⋅ωek.U_{T_\omega}e_k=e^{2\pi ik\cdot\omega}e_k, \qquad \alpha_\omega(e_k)=e^{-2\pi ik\cdot\omega}e_k.

The first is forward Koopman composition; the second is inverse pullback on L∞L^\infty. Their fixed Fourier modes agree. Completeness of the characters and the fixed-function criterion prove the result.

Examples

For a circle, the increment must be irrational. In two dimensions, (2,3)(\sqrt2,\sqrt3) works, while (θ,θ)(\theta,\theta) fails even for irrational θ\theta, because k=(1,−1)k=(1,-1) gives zero. Rational independence is a joint condition, not separate irrationality of coordinates.

Every torus translation has discrete spectrum and, for d≥1d\geq1, nonconstant eigenfunctions. Thus none is weakly mixing.