Checking Linear Independence. Using Wronskian vs. Using Definition

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SUMMARY

The discussion focuses on determining the linear independence of the set of functions $$ \{cos(x), cos(2x)\} $$ using both the definition of linear independence and the Wronskian method. The user initially concludes that the functions are linearly dependent by incorrectly applying the definition at a single point. However, upon calculating the Wronskian, which yields a non-zero value at $$ x = \frac{\pi}{4} $$, the user correctly identifies that the functions are actually linearly independent. The key takeaway is the importance of evaluating linear dependence across the entire interval rather than at a single point.

PREREQUISITES
  • Understanding of linear independence and dependence in the context of functions
  • Familiarity with the Wronskian determinant and its implications
  • Basic knowledge of trigonometric functions, specifically cosine
  • Ability to perform calculus operations, including differentiation
NEXT STEPS
  • Study the properties of the Wronskian in greater detail, including its applications in linear algebra
  • Explore examples of linear independence using different sets of functions
  • Learn about the implications of linear dependence in vector spaces
  • Investigate advanced topics in functional analysis related to linear transformations
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra and differential equations, as well as anyone interested in the application of the Wronskian in determining function properties.

mef51
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Homework Statement


Is the set $$ \{cos(x), cos(2x)\} $$ linearly independent?

Homework Equations



Definition: Linear Independence
A set of functions is linearly dependent on a ≤ x ≤ b if there exists constants not all zero
such that a linear combination of the functions in the set are equal to zero.

Definition: Wronskian
http://en.wikipedia.org/wiki/Wronskian

Theorem
(see wiki link as well)
If the Wronskian of a set of n functions defined on the interval a ≤ x ≤ b is nonzero for at least one point then the set of functions is linearly independent there.

The Attempt at a Solution



Let's say I'm using the interval [-∞, ∞]. First, I'll use the definition.

Consider
$$ a*cos(x) + b*cos(2x) $$
Now, pick x = 0, a = 1, b = 1
$$ 1*cos(0) - 1*cos(0) = 0 $$
Since a ≠ 0 and b≠ 0, I conclude from the definition that the functions are linearly dependent.

Now, I'll use the Wronskian.

$$ W(cos(x), cos(2x)) = \left| \begin{array}{cc}
cos(x) & cos(2x) \\
-sin(x) & -2sin(2x) \end{array} \right| =
-2sin(2x)cos(x) + sin(x)cos(2x) $$

Pick x = ∏/4. Then,

$$ W = -2sin(\frac{\pi}{2})cos(\frac{\pi}{4}) + sin(\frac{\pi}{4})cos(\frac{\pi}{2}) =
\frac{-2}{\sqrt{2}} ≠ 0$$

So, by the Theorem above, since the Wronskian is nonzero, I conclude that the functions are linearly independent.

A contradiction. What in flying flip went wrong?
 
Last edited:
Physics news on Phys.org
Hey got it!

I misinterpreted the definition of linear dependence.

The constants need to be non-zero for all x on the interval. I just chose one x.
 

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