The set of all sequences is a vector space.

Created almost 9 years ago, updated 6 months ago

Theorem: The set of all infinite sequences \((a_1, a_2, a_3, \ldots)\) with entries in a field \(\mathbb{F}\) is a vector space over \(\mathbb{F}\).

  • Addition: \((a_1, a_2, \ldots) + (b_1, b_2, \ldots) = (a_1+b_1, a_2+b_2, \ldots)\)
  • Scalar multiplication: \(c(a_1, a_2, \ldots) = (ca_1, ca_2, \ldots)\)

This space is often denoted \(\mathbb{F}^\mathbb{N}\) or \(\mathbb{F}^\infty\).

Subspaces of interest:

  • Bounded sequences (\(\ell^\infty\))
  • Convergent sequences
  • Sequences with finitely many nonzero terms
  • Square-summable sequences (\(\ell^2\))

This space is infinite-dimensional. The standard basis vectors \(\mathbf{e}_i = (0,\ldots,0,1,0,\ldots)\) span only the subspace of sequences with finitely many nonzero terms.

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