Definition

Suppose VV is a vector space, LL is a non-empty subset of VV. If there exists v∈Vv \in V such that L+v={v+l|l∈L}L + v = \{v+l | l \in L\} is a vector subspace of VV, then LL is a linear manifold of VV

Say the dimension of LL i s the dimension of L+vL+v i.e. dim⁡L=dim⁡(L+v)\dim L = \dim(L+v)

Notes

  • in the case dim⁡L=dim⁡V−1\dim L = \dim V-1, LL is called a hyperplane
  • linear manifold in other words is a linear subspace possibly shifted away from the origin
    • in ℝ2\mathbb{R}^2, examples are points, lines (hyperplanes), and ℝ2\mathbb{R}^2 itself
  • there are some inconsistent definitions in functional analysis and geometry contexts between different authors, so check terminology
    • e.g. alternatively defined only for Hilbert spaces (a type of vector space) specifically, requiring closure under addition of vectors and scalar multiplication (i.e. linear subspace)

See also


References

  1. https://math.stackexchange.com/questions/1613939/what-is-the-difference-between-linear-manifold-and-linear-vector-subspace
  2. https://planetmath.org/linearmanifold