Linear subspace

A subset closed under addition and scalar multiplication, forming a vector space in its own right
Linear subspace

Let (X,+,)(X,+,\cdot) be a vector space over KK, and let YXY\subset X.

The set YY is a linear subspace of XX if:

  1. 0Y0\in Y,
  2. a+bYa+b\in Y for all a,bYa,b\in Y,
  3. λaY\lambda a\in Y for all λK\lambda\in K and aYa\in Y.

With the inherited operations, YY is itself a , and many constructions in analysis arise as subspaces (kernels, images, function spaces, etc.). Subspaces are also the building blocks for and .

Examples:

  • {0}\{0\} and XX are subspaces of XX.
  • In the space of all sequences ss, the set 1={x=(xn):n=1xn<}\ell^1=\{x=(x_n):\sum_{n=1}^\infty |x_n|<\infty\} is a subspace.
  • In F([a,b])F([a,b]), the set C[a,b]C[a,b] of continuous functions is a subspace.