Matrix vector product and linear transformation proof

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The discussion centers on proving the linearity of a matrix transformation, specifically that A(𝑎+𝑏) = A𝑎 + A𝑏. Participants confirm that using the properties of linear transformations, such as T(𝑎+𝑏) = T(𝑎) + T(𝑏), is an effective approach. The proof presented demonstrates that substituting the transformation with the matrix yields the desired equality. There is consensus that this method is sufficient for the proof. Overall, the conversation emphasizes the validity of using linear transformation properties in matrix proofs.
nobahar
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Homework Statement


Hello!
Prove:
A(\vec{a}+\vec{b}) = A\vec{a} + A\vec{b}
Where A is a matrix and T (in the following section) is a transformation.


Homework Equations


T(\vec{a}) + T(\vec{b}) = T(\vec{a}+\vec{b})
T(\vec{a}) = A\vec{a}
T(\vec{b}) = A\vec{b}

The Attempt at a Solution


If \vec{a}+\vec{b} = \vec{c}
T(\vec{a}+\vec{b}) = T(\vec{c}) = Ac = A(\vec{a}+\vec{b})
T(\vec{a}+\vec{b}) = A(\vec{a}+\vec{b}) = T(\vec{a}) + T(\vec{b}) = A\vec{a} + A\vec{b}

Is this a sufficient proof? I can do it the more arduous way, but I think this is a proof, isn’t it?
Any help appreciated.
 
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nobahar said:

Homework Statement


Hello!
Prove:
A(\vec{a}+\vec{b}) = A\vec{a} + A\vec{b}
Where A is a matrix and T (in the following section) is a transformation.


Homework Equations


T(\vec{a}) + T(\vec{b}) = T(\vec{a}+\vec{b})
T(\vec{a}) = A\vec{a}
T(\vec{b}) = A\vec{b}

The Attempt at a Solution


If \vec{a}+\vec{b} = \vec{c}
T(\vec{a}+\vec{b}) = T(\vec{c}) = Ac = A(\vec{a}+\vec{b})
T(\vec{a}+\vec{b}) = A(\vec{a}+\vec{b}) = T(\vec{a}) + T(\vec{b}) = A\vec{a} + A\vec{b}

Is this a sufficient proof? I can do it the more arduous way, but I think this is a proof, isn’t it?
Any help appreciated.
I assume you are using the properties of a linear transformation. I would do it this way.

A(\vec{a} + \vec{b}) = T(\vec{a}+\vec{b}) = T(\vec{a}) + T(\vec{b}) = A\vec{a} +A\vec{b}
 
Mark44 said:
I assume you are using the properties of a linear transformation. I would do it this way.

A(\vec{a} + \vec{b}) = T(\vec{a}+\vec{b}) = T(\vec{a}) + T(\vec{b}) = A\vec{a} +A\vec{b}

Thanks Mark44.
 

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