Proving Linear Independence in a Subset of Trigonometric Functions

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SUMMARY

The discussion focuses on proving the linear independence of the subset S={cos(mx), sin(nx)} where m ranges from 0 to infinity and n ranges from 1 to infinity. The key method involves integrating the product of sine functions, specifically sin(px)sin(qx), over the interval from -π to π, which demonstrates orthogonality for p ≠ q. This orthogonality implies that the functions are linearly independent, as the only solution to the linear combination equating to zero requires all coefficients to be zero.

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  • Understanding of linear algebra concepts, specifically linear independence
  • Familiarity with trigonometric functions, particularly sine and cosine
  • Knowledge of integration techniques, especially definite integrals
  • Basic grasp of orthogonality in function spaces
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Auron87
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I'm stuck on a question in linear algebra, it reads "Show that the subset S={cos mx, sin nx: m between 0 and infinity, n between 1 and infinity} is linearly independent.

I really just don't know where to start. I've seen a similar question which was just sin (nx) and the lecturer integrated sin(px)sin(qx) between -pi and pi but I just don't see why he did that or anything.

Any starting help would be much appreciated, thanks.
 
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Auron87 said:
I really just don't know where to start. I've seen a similar question which was just sin (nx) and the lecturer integrated sin(px)sin(qx) between -pi and pi but I just don't see why he did that or anything.
My guess is he showed that sin(px) and sin(qx) are orthogonal if p/=q. If two nonzero vectors are orthogonal then they are linearly independent.
 
The definition of "linearly independent", applied here would be that
a_0+ a_1cos(x)+ b_1sin(x)+ a_2cos(2x)+ b_2sin(2x)+ ...= 0 only when each a_i and b_i is 0. What would you get if you multiply that sum by sin(nx) or cos(nx), for all n, and integrate?
 

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