Proving Linear Dependence of Trig Functions on the Real Line

In summary, {cos x ,sin x , cos 2x , sin 2x , (cos x − sin x)^2 − 2*sin^2( x)} is not a linearly independent set of real valued functions on the real line R. This can be proven by finding scalars that make the equation zero, with some of the scalars being able to be zero but not all in order to have a non-trivial answer.
  • #1
misterau
20
0

Homework Statement


show {cos x ,sin x , cos 2x , sin 2x , (cos x − sin x)^2 − 2*sin^2( x)} is not a linearly independent set of real valued functions on the real line R.

The Attempt at a Solution


Not linearly independent = linearly dependent?
So if
f(x) = cos (x)
g(x) = sin (x)
m(x) = cos (2*x) = 1 - 2sin^2(x)
k(x) = sin (2*x) = 2sin(x)cos(x)
h(x) = (cos (x) − sin (x))^2 − 2*sin^2(x)

z(x) = (a*f(x)) + (b*g(x)) + (c*m(x)) + (d*k(x)) + (e*h(x))

To prove it is linearly dependence we need scalars a,b,c,d,e that work with ANY x that make the equation z(x) equal to zero? Some of the scalars can be zero correct? Just not all of them then it becomes an non trivial answer.

For instance:

0=1 * 2sin(x)cos(x) + -1 * (1 - 2sin^2(x) ) + 1 *( cos^2(x) + sin^2(x) - 2sin(x)cos(x) - 2sin^2(x) ) + 0 * cos(x) + 0 * sin(x)
 
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  • #2
misterau said:

Homework Statement


show {cos x ,sin x , cos 2x , sin 2x , (cos x − sin x)^2 − 2*sin^2( x)} is not a linearly independent set of real valued functions on the real line R.

The Attempt at a Solution


Not linearly independent = linearly dependent?
Yes, that is correct.

So if
f(x) = cos (x)
g(x) = sin (x)
m(x) = cos (2*x) = 1 - 2sin^2(x)
k(x) = sin (2*x) = 2sin(x)cos(x)
h(x) = (cos (x) − sin (x))^2 − 2*sin^2(x)
?? m, k, and h are not among the functions you give initially. Is this a different example?

z(x) = (a*f(x)) + (b*g(x)) + (c*m(x)) + (d*k(x)) + (e*h(x))

To prove it is linearly dependence we need scalars a,b,c,d,e that work with ANY x that make the equation z(x) equal to zero? Some of the scalars can be zero correct? Just not all of them then it becomes an non trivial answer.
Yes.

For instance:

0=1 * 2sin(x)cos(x) + -1 * (1 - 2sin^2(x) ) + 1 *( cos^2(x) + sin^2(x) - 2sin(x)cos(x) - 2sin^2(x) ) + 0 * cos(x) + 0 * sin(x)
 

What is the concept of linear dependence?

Linear dependence refers to the relationship between two or more vectors in a vector space. If one vector can be expressed as a linear combination of the others, then the vectors are considered to be linearly dependent.

How can you determine if a set of vectors is linearly dependent?

To determine if a set of vectors is linearly dependent, you can use the method of Gaussian elimination to row-reduce the vectors into an augmented matrix. If the matrix has a row of zeros, then the vectors are linearly dependent.

What is the relationship between linear dependence and linear independence?

Linear dependence and linear independence are opposite concepts. If a set of vectors is linearly dependent, then it is not linearly independent and vice versa. A set of vectors is linearly independent if no vector can be expressed as a linear combination of the others.

What is the trigonometric function used to determine angles in a right triangle?

The trigonometric function used to determine angles in a right triangle is the inverse tangent or arctan function. This function takes the opposite and adjacent sides of a right triangle and calculates the angle between them.

How can you use trigonometric functions to solve real-world problems?

Trigonometric functions can be used to solve real-world problems involving angles and distances. For example, they can be used in navigation to calculate the angle of a ship or plane relative to a destination, or in engineering to determine the slope of a ramp or roof.

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