Linear Independence of two functions and differentiation

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SUMMARY

The functions et and e2t are proven to be linearly independent through differentiation. By assuming a linear combination a et + b e2t = 0 for all t, and differentiating, we derive a second equation a et + 2b e2t = 0. Subtracting the first equation from the second leads to b e2t = 0, which implies b = 0. Consequently, substituting b = 0 back into the first equation results in a = 0, confirming the linear independence of the two functions.

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  • Understanding of linear algebra concepts, specifically linear independence
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srfriggen
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This is from my text, "Linear Algebra" by Serge Lang, pg 11:

-The two functions et, e2t are linearly independent. To prove this, suppose that there are numbers a, b such that:

aet + be2t=0

(for all values of t). Differentiate this relation. We obtain

aet + 2be2t = 0.

Subtract the first from the second relation. We obtain be2t=0, and hence b=0. From the first relation, it follows that aet=0, and hence a=0. Hence et, e2t are linearly independent.



I'm confused as to the "Differentiate this relation". I see it creates a system of equations which can then be used to solve for linear independence, but why does it work?
 
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Hi srfriggen

The first statement says that the function of t aet+b2t=0
This must be true for all t, so this function of t is constant (always=0)
therefore, if you look at its derivative, it must always be 0 too.
So the second equation comes out, and since both equations are true, you can put them together and the answer comes out
 

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