linear transformation
definition
- different from function transformation as linear transformation can change the type btw input and output (such as from vector to scalar, matrix to vector, etc)
- function is linear if it preserves scaling and addition property
qualify a function transformation as linear transformation
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- scalar multiplication is retained
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- vector addition of both vector space = sum of each vector space