statement proposition
An orthonormal family is linearly independent
Statement
Let be an inner product space over or . Then each orthonormal family in is linearly independent.
Remarks
If , then the inner product with gives . More generally, a family of nonzero pairwise orthogonal vectors is linearly independent. So an orthonormal family in an -dimensional space has at most vectors.
Explanations
L1 human
Vectors at right angles cannot be combinations of each other. To find the coefficient of in a combination, take the inner product with . If the combination is zero, then every coefficient is zero.
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What this needs
To read this node, read these 7 nodes in this order. The foundations come first, and the list ends with this node.
- no evidence level
- Vector space definition
- Inner product definition
- Linear combination definition
- Orthogonal vectors definition
- Linear independence definition
- Orthonormal family definition
- An orthonormal family is linearly independent statement
Sources
- Web https://en.wikipedia.org/wiki/Orthonormality, Properties
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