Using the Wronskian for linear independence/dependence

In summary, the function f1 is dependent on the variables x and e^x, while the function f2 is not. However, the function f3 is dependent on both x and e^x. Therefore, the functions are not linearly independent.
  • #1
bcjochim07
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Homework Statement



f1 = 0 , f2 = x , f3 = e^x

I am supposed to find out if these are linearly independent or dependent. Just by looking at it, I can't see a way to write one of the functions as a combination of the other two with constant multiples, so to make sure that it is linearly independent, I used the Wronskian

f1' = 0 f2' =1 f3'= e^x
f1" = 0 f2"=0 f3" = e^x

So I evaluated the determinant of

0 x e^x
0 1 e^x
0 0 e^x

And that equals zero, which would mean to me that the functions are linearly dependent. I'm not sure how that could be. Any thoughts?

Homework Equations





The Attempt at a Solution

 
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  • #2
bcjochim07 said:

Homework Statement



f1 = 0 , f2 = x , f3 = e^x

I am supposed to find out if these are linearly independent or dependent. Just by looking at it, I can't see a way to write one of the functions as a combination of the other two with constant multiples
Then you're thinking too narrowly. I bet you've forgotten about the simplest linear combination of two functions.
 
  • #3
Well... I know that I can't use zero as a constant multiple I think I am overlooking something really simple, but I still can't see how to combine them.
 
  • #4
bcjochim07 said:
Well... I know that I can't use zero as a constant multiple
Why not?
 
  • #5
bcjochim07 said:
And that equals zero, which would mean to me that the functions are linearly dependent.

If the Wronskian is zero for all x, then the only thing you can conclude from that, is that the functions may or may not be linearly dependent .

Just because linear dependence implies that the Wronskian is zero, does not mean that the Wronskian being zero implies linear dependence.
 
  • #6
So how would I go about showing that they are linearly independent if I can't use the Wronskian? Do I just say that there is no way to write one function as a linear combination of the other two?
 
  • #7
Let's go back to the definition of L.I and L.D.

If I can write c1* f1 +c2* f2 +c3* f3 = 0 for some scalar c1 c2 c3, and not all of them are zero, then we found L.D. So, can you think of anything? Here's a hit, two of the scalars are the same number.
 
  • #8
gabbagabbahey wasn't telling you that they're linearly independent. He merely said that a zero Wronskian is not proof of linear dependence.

(At least, he better not have been telling you they're linearly independent -- because they really are linearly dependent!)
 
  • #9
bcjochim07 said:
So how would I go about showing that they are linearly independent if I can't use the Wronskian? Do I just say that there is no way to write one function as a linear combination of the other two?

Well, for constants [itex]c_1[/itex], [itex]c_2[/itex] and [itex]c_3[/itex]...the only way that [itex]c_1 f_1+c_2 f_2 +c_3 f_3= c_2 x+ c_3 e^x=0[/itex] is if [itex]c_2=c_3=0[/itex], but that doesn't mean [itex]c_1[/itex] has to be zero does it?
 
  • #10
Ok... I understand. I just reread the definition for linear independence in book, and it all makes sense now. Thanks very much.
 

FAQ: Using the Wronskian for linear independence/dependence

1. What is the Wronskian method?

The Wronskian method is a mathematical tool used to determine the linear independence or dependence of a set of functions. It involves calculating the Wronskian determinant, which is a matrix containing the derivatives of the functions.

2. How is the Wronskian used to test for linear independence/dependence?

The Wronskian is used to test for linear independence/dependence by checking if the determinant is equal to zero or not. If the determinant is equal to zero, then the functions are linearly dependent. If the determinant is not equal to zero, then the functions are linearly independent.

3. Why is the Wronskian method useful?

The Wronskian method is useful because it provides a simple and efficient way to test for linear independence/dependence of a set of functions. This can be especially useful in applications such as differential equations and linear algebra.

4. Can the Wronskian method be used for any set of functions?

Yes, the Wronskian method can be used for any set of functions. However, it is most commonly used for sets of linearly independent functions.

5. How does the Wronskian method relate to the concept of linear independence/dependence?

The Wronskian method is based on the fact that a set of functions is linearly independent if and only if their Wronskian determinant is not equal to zero. This means that the Wronskian method is a direct and reliable way to test for linear independence/dependence.

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