The classes of the trigonometric system indexed along a single coordinate axis form an orthonormal sequence, so the Lebesgue space of square-integrable functions on the torus is not finite-dimensional.
We work in the setting of The Flat Torus: Standing Notation, used here with a natural number satisfying ; the initial segments , the integer lattice and the real Hilbert space are the ones fixed there.
Then , which is a vector space over by Real Inner Product Spaces, is not finite-dimensional.
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