Linear Independence of two functions and differentiation

Therefore, et and e2t are linearly independent.In summary, the functions et and e2t are linearly independent according to the text "Linear Algebra" by Serge Lang, pg 11. This is proven by supposing that there are numbers a and b such that aet + be2t = 0 for all values of t, and then differentiating this relation to obtain aet + 2be2t = 0. By subtracting the first equation from the second, it is determined that b must equal 0. From the first equation, it follows that a must also equal 0, proving that et and e2t are linearly independent
  • #1
srfriggen
307
6
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 teh 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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  • #2
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
 

Related to Linear Independence of two functions and differentiation

1. What does it mean for two functions to be linearly independent?

Two functions, f(x) and g(x), are linearly independent if the only way to satisfy the equation af(x) + bg(x) = 0 for all values of x is if a = b = 0. This means that the functions do not have a common multiple or scalar multiple of each other.

2. Can two linearly independent functions have the same derivative?

Yes, two linearly independent functions can have the same derivative. This is because the derivative of a function only depends on its slope, not its actual values. So, even if two functions have different values at each point, they can have the same slope and therefore have the same derivative.

3. How do you determine if two functions are linearly independent?

To determine if two functions are linearly independent, you can use the Wronskian test. This involves calculating the determinant of a matrix composed of the functions and their derivatives. If the determinant is non-zero, then the functions are linearly independent.

4. Can two linearly dependent functions have different derivatives?

No, two linearly dependent functions cannot have different derivatives. This is because linearly dependent functions are essentially multiples of each other, so their derivatives will also be multiples of each other. Therefore, they will have the same derivative.

5. How does differentiation affect the linear independence of two functions?

Differentiation does not affect the linear independence of two functions. The linear independence of functions is based on their relationship to each other, not the operations performed on them. So, even after differentiating, two functions can still be either linearly dependent or independent.

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