Linear algebra proof with operator T^2 = cT

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SUMMARY

The discussion centers on the linear algebra operator T:V-->V, which satisfies the equation T^2=cT where c≠0. Participants analyze the implications of this equation, concluding that U, defined as the eigenspace where T(u)=cu, must be complemented by the kernel of T (ker T) to form the entire vector space V. The kernel is determined to contain only the zero vector, as it cannot include any eigenvectors corresponding to the non-zero eigenvalue c. Additionally, the operator T is identified as a projection, exemplified by projecting onto the x-y plane in R3.

PREREQUISITES
  • Understanding of linear operators and vector spaces
  • Familiarity with eigenvalues and eigenspaces
  • Knowledge of kernel and image of linear transformations
  • Basic concepts of projection operators in linear algebra
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  • Learn about eigenspaces and their significance in operator theory
  • Explore the relationship between eigenvalues and the kernel of operators
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Students and educators in mathematics, particularly those focusing on linear algebra, as well as researchers exploring operator theory and its applications in various fields.

evilpostingmong
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Homework Statement


Let T:V--->V be an operator satisfying T^2=cT c=/=0.
Show that V=U[tex]\oplus[/tex]kerT U={u l T(u)=cu}

Homework Equations


The Attempt at a Solution


Now before I start, just one quick question about ker T:
U seems to be an eigenspace since T(u)=cu with c the eigenvalue.
But that must mean that the kernel has 0 as the only element since
0 is not an eigenvector so it can't be in the eigenspace, right?
And, since T^2=cT, c cannot be 0 otherwise we would have T(0).
 
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Hi evilpostingmong! :smile:

(have a not-equal: ≠ and try using the X2 tag just above the Reply box :wink:)
evilpostingmong said:
Let T:V--->V be an operator satisfying T^2=cT c=/=0.
Show that V=U[tex]\oplus[/tex]kerT U={u l T(u)=cu}

Now before I start, just one quick question about ker T:
U seems to be an eigenspace since T(u)=cu with c the eigenvalue.
But that must mean that the kernel has 0 as the only element since
0 is not an eigenvector so it can't be in the eigenspace, right?
And, since T^2=cT, c cannot be 0 otherwise we would have T(0).

T2 = cT means T is a projection …

so suppose eg V is R3, and T is the projection onto the x-y plane (with c = 1),

then kerT is the z-axis. :wink:
 

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