Proving Linearity of a Transformation: V=<sinx,cosx> and T: V --> V

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SUMMARY

The transformation T: V --> V, defined by T(f) = df/dx + f, is proven to be linear for the vector space V = . The proof demonstrates that T(f + g) = T(f) + T(g) and T(αf) = αT(f) for any linear combinations of sin(x) and cos(x). The conclusion is reached by verifying both the properties of addition and scalar multiplication, confirming the linearity of the transformation.

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Homework Statement



Let V=<sinx,cosx> and T: V --> V be a transformation defined by T(f)=df/dx +f. Prove T is linear.



The Attempt at a Solution



T(f+g) = cosx-sinx+sinx+cosx
T(f)+T(g) = (sinx+cosx)'+sinx+cosx
= T(sinx)+T(cosx)

T(αf)=αcosx +αsinx
αT(f)= α(cosx+sinx)

Since we proved both addition and scalar, we can conclude that T is linear.
 
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I think you are supposed to take f and g to be any linear combination of sin(x) and cos(x). I.e. f(x)=a*sin(x)+b*cos(x), g(x)=c*sin(x)+d*cos(x). So you've got the right idea, but you are only doing special cases.
 

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