statement theorem
Every linearly independent set extends to a basis
Statement
Let be a field, let be a vector space over , and let be a linearly independent set. Then there is a basis of with .
Remarks
For finite-dimensional , add to , one at a time, a vector that is not in the span of the current set. This stops after finitely many steps. In general, the proof uses Zorn's lemma. A stronger form: if , with independent and spanning, then a basis exists with . For example, extends to the basis of .
Explanations
L1 human
We can always complete an independent set of vectors to a basis. We keep adding vectors that point in new directions until the set reaches the whole space. This shows that an independent set can never be larger than a basis.
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What this needs
To read this node, read these 8 nodes in this order. The foundations come first, and the list ends with this node.
- no evidence level
- Vector space definition
- Linear combination definition
- Linear subspace definition
- Linear independence definition
- Linear span definition
- Spanning set definition
- Basis definition
- Every linearly independent set extends to a basis statement
Sources
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