Proving Linear Dependence of Trig Functions on the Real Line

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SUMMARY

The discussion centers on proving that the set of functions {cos x, sin x, cos 2x, sin 2x, (cos x − sin x)^2 − 2*sin^2(x)} is linearly dependent on the real line R. Participants clarify that linear dependence requires finding scalars a, b, c, d, and e such that the linear combination z(x) = (a*f(x)) + (b*g(x)) + (c*m(x)) + (d*k(x)) + (e*h(x)) equals zero for all x. The functions m(x), k(x), and h(x) are derived from trigonometric identities, confirming their inclusion in the dependency proof.

PREREQUISITES
  • Understanding of linear dependence and independence in vector spaces
  • Familiarity with trigonometric functions and identities
  • Knowledge of scalar multiplication and linear combinations
  • Basic calculus concepts related to functions and their properties
NEXT STEPS
  • Study the concept of linear combinations in vector spaces
  • Explore trigonometric identities and their applications in proofs
  • Learn about the implications of linear dependence in functional analysis
  • Investigate the role of scalar coefficients in linear algebra
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Students studying linear algebra, mathematicians interested in functional analysis, and educators teaching trigonometric functions and their properties.

misterau
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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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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)
 

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