Orthonormal Basis - Existence

Existence

Using Zorn's lemma and the Gram–Schmidt process (or more simply well-ordering and transfinite recursion), one can show that every Hilbert space admits a basis and thus an orthonormal basis; furthermore, any two orthonormal bases of the same space have the same cardinality (this can be proven in a manner akin to that of the proof of the usual dimension theorem for vector spaces, with separate cases depending on whether the larger basis candidate is countable or not). A Hilbert space is separable if and only if it admits a countable orthonormal basis. (One can prove this last statement without using the axiom of choice).

Read more about this topic:  Orthonormal Basis

Famous quotes containing the word existence:

    And from a cliff top is proclaimed
    The gathering of the souls for birth,
    The trial by existence named,
    The obscuration upon earth.
    Robert Frost (1874–1963)

    No cause is left but the most ancient of all, the one, in fact, that from the beginning of our history has determined the very existence of politics, the cause of freedom versus tyranny.
    Hannah Arendt (1906–1975)

    The individual who has to justify his existence by his own efforts is in eternal bondage to himself.
    Eric Hoffer (1902–1983)