Matrix vector product and linear transformation proof

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SUMMARY

The discussion centers on proving the linearity of matrix transformations, specifically the equation A(𝑎+𝑏) = A𝑎 + A𝑏, where A is a matrix and T is a linear transformation. Participants confirm that using the properties of linear transformations, the proof can be succinctly demonstrated as A(𝑎 + 𝑏) = T(𝑎 + 𝑏) = T(𝑎) + T(𝑏) = A𝑎 + A𝑏. The proof provided is deemed sufficient and valid by contributors.

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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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