Linear algebra- Inverse of a linear mapping

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SUMMARY

The discussion centers on proving the invertibility of a linear mapping L: V → V, given the equation L² + 2L + I = 0, where I is the identity mapping. The conclusion reached is that the inverse of L is L⁻¹ = -L - 2. Participants clarify that linear transformations can be manipulated similarly to numbers, emphasizing the properties of linear mappings and the importance of correctly interpreting scalar additions in the context of linear maps.

PREREQUISITES
  • Understanding of linear mappings and transformations
  • Familiarity with the identity mapping in linear algebra
  • Knowledge of properties of linear transformations, such as composition and scalar multiplication
  • Basic algebraic manipulation of linear equations
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  • Learn about the concept of the inverse of a linear mapping
  • Explore examples of linear mappings and their inverses in various contexts
  • Investigate the implications of scalar multiplication in linear algebra
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Students of linear algebra, mathematicians, and educators seeking to deepen their understanding of linear mappings and their properties, particularly in the context of invertibility.

manuel325
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Homework Statement


Let L: V →V be a linear mapping such that L^2+2L+I=0, show that L is invertible (I is the identity mapping)
I have no idea how to solve this problem or how to start,I mean this problem is different from the ones I solved before, the answer is "The inverse of L is -L-2 "
If someone please can explain to me how to solve this ,would be great :cool:. Thanks in advance .
 
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Hint: ##I=-L^2-2L##.
 
micromass said:
Hint: ##I=-L^2-2L##.

hmm ,that doesn't tell me anything :confused:
 
manuel325 said:
hmm ,that doesn't tell me anything :confused:

Factor out ##L## in the right hand side.
 
micromass said:
Factor out ##L## in the right hand side.
hmm ok you mean I=L(-L-2) but can you operate with L^2 like it was a number?? , isn't L^2 =L°L ?? I'm confused:confused:
 
Very good remark!

The answer you can operate with it like it was a number, but that's perhaps not obvious.
The property I'm using here is that

A\circ (B + C) = A\circ B + A\circ C

and

A\circ (\alpha B) = \alpha (A\circ B)

These properties are true, but it requires a separate proof.
 
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Those properties are, in fact, the definition of "linear transformation". That's all the proof you need.
 
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HallsofIvy said:
Those properties are, in fact, the definition of "linear transformation". That's all the proof you need.

I wouldn't say it's the definition. It still requires a proof.
 
ok , I see .Thank you very much :smile:
 
  • #10
Hmm I guess there's something that's still not clear for me , the first property of composition you wrote works for three linear mappings right?, but in this case we have two linear mappings and a number :L°(-L-2) I know I'm wrong somewhere but I don't know where ,I'm confused :confused: .Any help would be appreciated.
 
  • #11
micromass said:
Hint: ##I=-L^2-2L##.

Micro stated this here, you should be able to see that :

##I = L(-L-2)##

Then multiplying both sides by ##L^{-1}## on the left yields :

##L^{-1}I = L^{-1}L(-L-2)##
##L^{-1} = -(L+2)##
 
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  • #12
Zondrina said:
Micro stated this here, you should be able to see that :

##I = L(-L-2)##

Then multiplying both sides by ##L^{-1}## on the left yields :

##L^{-1}I = L^{-1}L(-L-2)##
##L^{-1} = -(L+2)##
Ok so ##L^{-1}I = L^{-1}L(-L-2)## yields ##I \circ (-L-2)=-L-2## right ?? . Thanks
 
  • #13
Zondrina said:
Micro stated this here, you should be able to see that :

##I = L(-L-2)##

Then multiplying both sides by ##L^{-1}## on the left yields :

No, you cannot do that. You are proving here that ##L^{-1}## exists, so you cannot assume it exists in the proof!
 
  • #14
voko said:
No, you cannot do that. You are proving here that ##L^{-1}## exists, so you cannot assume it exists in the proof!

You are right !:smile: could you explain please why ## L\circ(-L-2)=-L^{2}-2L## ?? if "2" was a linear mapping then the properties would work for this, right? but 2 is a scalar.
 
  • #15
##-L - 2## is wrong to begin with. You cannot add (or subtract) numbers from linear maps. The correct expression is ##-L - 2I##.
 
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  • #16
If there exist such an inverse map, what property does it have i.e. what can you tell about the multiplication of L and L^{-1} ? Or the same question, what is the definition of the inverse map?
 
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  • #17
voko said:
##-L - 2## is wrong to begin with. You cannot add (or subtract) numbers from linear maps. The correct expression is ##-L - 2I##.

It makes sense now ,thanks .
 

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