Linear Algebra: Linear Transformations

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SUMMARY

The discussion centers on proving that the mapping T: R3 -> R3, which projects each vector x = (x1, x2, x3) onto the plane x2 = 0, is a linear transformation. Participants confirm the validity of the linear transformation conditions: T(cx) = cT(x) and T(u + v) = T(u) + T(v). The proof requires demonstrating that T satisfies both conditions for arbitrary vectors, emphasizing the importance of not assuming specific vectors like zero in the proof.

PREREQUISITES
  • Understanding of linear transformations in vector spaces
  • Familiarity with the properties of linearity (scalars and vector addition)
  • Basic knowledge of vector notation and operations in R3
  • Proficiency in using LaTeX for mathematical expressions
NEXT STEPS
  • Study the properties of linear transformations in depth
  • Learn about projection matrices and their applications in R3
  • Explore the use of LaTeX for mathematical documentation and presentations
  • Investigate examples of linear transformations beyond projections
USEFUL FOR

Students of linear algebra, educators teaching vector spaces, and anyone interested in understanding the fundamentals of linear transformations and their proofs.

Hurricane3
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Homework Statement


let T: R[tex]^{3}[/tex] -> R[tex]^{3}[/tex] be the mapping that projects each vector x = (x(subscript 1) , x(subscript 2) , x(subscript 3) ) onto the plane x(subscript 2) = 0. Show that T is a linear transformation.

Homework Equations


if c is a scalar...
T(cu) = cT(u)

T(u + v) = T(u) + T(v)


The Attempt at a Solution



Well I don't know if I proved the first condition correctly, but I have:

T(cx) = T(c (x (subscript 1) , x (subscript 2) , x (subscript 3) )
= T (c x (subscript 1) , c x (subscript 2) , c x (subscript 3) )
= ( c x (subscript 1) , c 0 , c x (subscript 3) )
= c T (x)

Did I do this correctly??

And same with the second condition... I have:
T ( x + 0 ) = T ( (x (subscript 1), x (subscript 2) , x (subscript 3) ) + ( 0 , 0 , 0 ) )
= T ( x(subscript 1) , x (subscript 2) , x (subscript 3) ) + T ( 0 , 0 , 0)
= ( x(subscript 1) , 0 , x (subscript 3) ) + ( 0 , 0 , 0)
= T(x) + T(0)

Did I do this correctly as well??

And my conclusion is that this is a linear transformation...

Oh and sorry about the x(subscript #)... i tried using the Latex Reference thing, but it shows the subscripts as superscripts...

Thanks
 
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For addition v has to be an arbitrary vector (you assumed v = 0.)
 
Hurricane3 said:

Homework Statement


let T: R[tex]^{3}[/tex] -> R[tex]^{3}[/tex] be the mapping that projects each vector x = (x(subscript 1) , x(subscript 2) , x(subscript 3) ) onto the plane x(subscript 2) = 0. Show that T is a linear transformation.

Homework Equations


if c is a scalar...
T(cu) = cT(u)

T(u + v) = T(u) + T(v)


The Attempt at a Solution



Well I don't know if I proved the first condition correctly, but I have:

T(cx) = T(c (x (subscript 1) , x (subscript 2) , x (subscript 3) )
= T (c x (subscript 1) , c x (subscript 2) , c x (subscript 3) )
= ( c x (subscript 1) , c 0 , c x (subscript 3) )
I would put one more step in here:
= c(x (subscript 1) , 0 , x (subscript 3) )
= c T (x)

Did I do this correctly??

And same with the second condition... I have:
T ( x + 0 ) = T ( (x (subscript 1), x (subscript 2) , x (subscript 3) ) + ( 0 , 0 , 0 ) )
= T ( x(subscript 1) , x (subscript 2) , x (subscript 3) ) + T ( 0 , 0 , 0)
= ( x(subscript 1) , 0 , x (subscript 3) ) + ( 0 , 0 , 0)
= T(x) + T(0)
as EnumaElish said, you cannot assume that v is any particular vector- especially not 0.
What if you have
T ( x + y ) = T ( (x (subscript 1), x (subscript 2) , x (subscript 3) ) + (y (subscript 1), y (subscript 2) , y (subscript 3) )

And you cannot assume that is
T ( x(subscript 1) , x (subscript 2) , x (subscript 3) ) + T ( 0 , 0 , 0)
or T ( x(subscript 1) , x (subscript 2) , x (subscript 3) ) + T (y (subscript 1), y (subscript 2) , y (subscript 3) )
that's what you want to prove!

Instead you should have
T( x(subscript 1)+ y(subscript 1), x (subscript 2)+y(subscript 2) , x (subscript 3)+y(subscript 3))= (x(subscript 1)+ y(subscript 1), 0 , x (subscript 3)+y(subscript 3))
= ( x(subscript 1), 0 , x (subscript 3))+ (y(subscript 1), 0 , y(subscript 3))
= T( x(subscript 1),x (subscript 2), x (subscript 3))+ T(y(subscript 1),y(subscript 2) ,y(subscript 3))= T(x)+ T(y)

Did I do this correctly as well??

And my conclusion is that this is a linear transformation...

Oh and sorry about the x(subscript #)... i tried using the Latex Reference thing, but it shows the subscripts as superscripts...

Thanks
A common way of doing subscripts without LaTex is x_1, x_2, etc. You can also use
x[ sub ]1[ /sub ] without the spaces: x1 or, in LaTex, [ i t e x]x_1 [/ i t e x], [itex]x_1[/itex].
 

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