Using the Wronskian for linear independence/dependence

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SUMMARY

The discussion centers on determining the linear independence or dependence of the functions f1 = 0, f2 = x, and f3 = e^x using the Wronskian. The Wronskian determinant calculated is zero, which suggests potential linear dependence. However, it is clarified that a zero Wronskian does not definitively prove linear dependence; it only indicates that the functions may or may not be dependent. The key takeaway is that the definition of linear independence must be revisited to understand the relationship between these functions.

PREREQUISITES
  • Understanding of linear independence and dependence in vector spaces
  • Familiarity with the Wronskian determinant and its implications
  • Basic knowledge of differential calculus and derivatives
  • Ability to manipulate and analyze functions such as polynomials and exponentials
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  • Study the properties and applications of the Wronskian in linear algebra
  • Learn about the implications of a zero Wronskian in different contexts
  • Explore examples of linear independence and dependence with various function sets
  • Review the definitions and theorems related to vector spaces and function spaces
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Students of mathematics, particularly those studying linear algebra and differential equations, as well as educators seeking to clarify concepts of linear independence and dependence using the Wronskian.

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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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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.
 
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.
 
bcjochim07 said:
Well... I know that I can't use zero as a constant multiple
Why not?
 
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.
 
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?
 
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.
 
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!)
 
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 c_1, c_2 and c_3...the only way that c_1 f_1+c_2 f_2 +c_3 f_3= c_2 x+ c_3 e^x=0 is if c_2=c_3=0, but that doesn't mean c_1 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.
 

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