Prove: Linear Algebra - R(T) a Subset of N(T)

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SUMMARY

The discussion centers on proving that for a linear transformation T: V -> V, T² = T₀ if and only if the range R(T) is a subset of the null space N(T). The user outlines their proof attempt using a basis β = {x₁, ..., xₙ} and defines R(T) and N(T) accordingly. Key steps include demonstrating that if T²(x) = 0 for all x in V, then R(T) must be contained in N(T), as T(T(x)) = 0 for any x in V. The discussion emphasizes the importance of logical rigor in proof writing.

PREREQUISITES
  • Understanding of vector spaces and linear transformations
  • Familiarity with the concepts of range R(T) and null space N(T)
  • Knowledge of linear algebra proof techniques
  • Ability to manipulate and apply linear mappings
NEXT STEPS
  • Study the properties of linear transformations in vector spaces
  • Learn about the Rank-Nullity Theorem in linear algebra
  • Explore examples of linear transformations and their ranges and null spaces
  • Practice writing formal proofs in linear algebra to enhance logical reasoning skills
USEFUL FOR

Students of linear algebra, particularly those learning to construct and critique mathematical proofs, as well as educators seeking to guide students in understanding linear transformations and their properties.

wheezyg
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Homework Statement


Let V be a vector space, and let T:V->V be linear. Prove that T2=T0 if and only if R(T) is a subset of N(T)

Homework Equations


I brainstormed everything I know while looking through my textbook and compiled the following which I use within my proof.

I'm letting beta be a basis for V and beta be composed of {x1,...,xn}

T2(x)=TT(x)=T(T(x)) /forall X /in V
T0(x)=0 and since T is linear, T(0)=0

N(T)={xi \in V : T(xi)=0} (1<i<n)
R(T)={T(xi): xi \in V} (1<i<n)

The Attempt at a Solution


TT(x1,...,xn)
= T(T(x1,...,xn))
= T( T(x1),...,T(xn))
=T(R(T))
=0 when R(T)={0}

so R(T) must be a subset of N(T)

So my question... I am worried that I have made too many leaps or assumptions that I am not allowed. This is my first semester writing proofs so I would not appreciate a full proof from someone else (which is against the rules anyways right?) but rather, I think I would benefit if people could point out flaws in my "proof," point out any steps that are illogical, etc.

So basically, point out what I can't do or what is vague so I can scour my book and notes and fix it.

thanks ahead of time to anyone that can help.
 
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wheezyg said:

Homework Statement


Let V be a vector space, and let T:V->V be linear. Prove that T2=T0 if and only if R(T) is a subset of N(T)

Homework Equations


I brainstormed everything I know while looking through my textbook and compiled the following which I use within my proof.

I'm letting beta be a basis for V and beta be composed of {x1,...,xn}

T2(x)=TT(x)=T(T(x)) /forall X /in V
T0(x)=0 and since T is linear, T(0)=0

N(T)={xi \in V : T(xi)=0} (1<i<n)
R(T)={T(xi): xi \in V} (1<i<n)

The Attempt at a Solution


TT(x1,...,xn)
= T(T(x1,...,xn))
= T( T(x1),...,T(xn))
=T(R(T))
=0 when R(T)={0}
No...[/color]
First, we won't need to consider a basis...

First direction: Suppose [tex]T^2(x) = T_0(x) = 0[/tex] for all [tex]x\in V[/tex]. We want to show [tex]R(T) \subseteq N(T)[/tex].

To show that [tex]R(T) \subseteq N(T)[/tex], since an element of R(T) is of the form T(x) for some x in V, we let [tex]T(x)\in R(T)[/tex] and we wish to show that [tex]T(T(x)) = 0[/tex], so that [tex]T(x) \in N(T)[/tex] (cf. T(v)=0 means [tex]v\in N(T)[/tex]).

Continue...

For the second direction: begin by writing what we want to show (as we did for the first direction). Then see how you go!

You will notice that after writing out what is required of us to show, the actual effort to carry it out is almost trivial!
 

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