statement proposition
Triangle inequality for norms
Statement
Let be a vector space over or with a norm . Then, for all ,
Remarks
The first inequality is an axiom of a norm; the second, the reverse triangle inequality, follows from it. For the norm induced by an inner product, the first inequality follows from the Cauchy–Schwarz inequality. In , it says that one side of a triangle is at most the sum of the other two sides.
Explanations
L1 human
The straight way from to is never longer than the way through . This is the triangle inequality. The reverse form says that two vectors with a small difference have almost equal lengths.
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What this needs
To read this node, read these 3 nodes in this order. The foundations come first, and the list ends with this node.
- no evidence level
- Vector space definition
- Norm definition
- Triangle inequality for norms statement
Sources
- Web https://en.wikipedia.org/wiki/Triangle_inequality, Normed vector space
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