Help with a linear algebra problem

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SUMMARY

The discussion focuses on the properties of linear transformations between vector spaces V and W over the field of rational numbers. It establishes that a function T: V->W is additive if T(x+y) = T(x) + T(y), which is a necessary condition for T to be classified as a linear transformation. Furthermore, it proves that T is one-to-one if and only if it maps linear independent subsets in V to linear independent subsets in W, emphasizing the importance of understanding both directions of the proof.

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  • Knowledge of linear transformations and their properties
  • Familiarity with concepts of linear independence and dependence
  • Basic proof techniques in linear algebra
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kant
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1)

Any fuction T: V->W . V and W are vector spaces over the field of rational numbers. The fuction T is called additive if T(x+y)=T(x)+ T(y).

Proof that any function T from v to w are additive, then it must be a linear transformation.



2) Let T:V->W be linear

prove that if T is 1 to 1 IFF T carries linear indep subset in V to Linear, indep subset in W.
 
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kant said:
1)

Any fuction T: V->W . V and W are vector spaces over the field of rational numbers. The fuction T is called additive if T(x+y)=T(x)+ T(y).

Proof that any function T from v to w are additive, then it must be a linear transformation.



2) Let T:V->W be linear

prove that if T is 1 to 1 IFF T carries linear indep subset in V to Linear, indep subset in W.

1. Hint - Write the definition of a linear transformation right next to the question.

2. Hint - Assume it maps a lin. ind. subset in V to a lin. dep. subset to W.

That's only one direction, but now you have to go the other way too. (if and only if)
 

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