How Can Scalars Represent Any Linear Transformation in R^3?

AI Thread Summary
A linear transformation T: R^3 -> R can be expressed as T(x, y, z) = ax + by + cz, where a, b, and c are scalars. The proof relies on the linearity of T, specifically that T(v+w) = T(v) + T(w). By determining how T operates on a basis of R^3, one can deduce its action on any vector in R^3. An analogous result holds for transformations T: F^n -> F^m, where similar principles apply. Understanding these concepts is crucial for grasping linear transformations in vector spaces.
loli12
Let T:R^3 -> R be linear. Show that there exist scalars a, b, and c such that T(x, y , z) = ax + by + cz for all (x, y, z) in R^3. State and prove an analogous result for T: F^n -> F^m.

I know that we just have to multiply by a matrix then we can get the desired transformation. But how would I go around to show that such scalars a, b and c exists?
 
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Use the fact that T is linear. This means that T(v+w)=T(v)+T(w).
So if you know a basis for R^3 (there's an obvious one) and you know how T acts on this basis, you know how T acts on every vector in R^3.
 
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