Linear algebra-Basis of a linear map

Click For Summary
SUMMARY

The discussion centers on a linear map L: R² → R², where L is not the zero map but satisfies L² = O. Participants seek clarification on proving the existence of a basis {A, B} such that L(A) = B and L(B) = O. The key conclusion is that the vectors A and B must be linearly independent, which is established by demonstrating that the only solution to the equation aA + bB = 0 is a = 0 and b = 0. This independence is crucial for forming a valid basis in the context of linear algebra.

PREREQUISITES
  • Understanding of linear maps and their properties
  • Knowledge of vector spaces and bases
  • Familiarity with linear independence concepts
  • Basic proficiency in R² vector operations
NEXT STEPS
  • Study the properties of linear maps in depth
  • Learn about vector space dimensions and basis construction
  • Explore the implications of linear independence in vector spaces
  • Investigate the relationship between linear transformations and matrices
USEFUL FOR

Students of linear algebra, mathematicians, and educators looking to deepen their understanding of linear maps and vector space theory.

manuel325
Messages
16
Reaction score
0

Homework Statement



Let ##L: R^{2} → R^{2}## be a linear map such that ##L ≠ O## but## L^{2} = L \circ L = O.##
Show that there exists a basis {##A##, ##B##} of ##R^{2}## such that:

##L(A) = B## and ##L(B) = O.##​

The Attempt at a Solution


Here's the solution my book provides :
problem.JPG

Well I have two questions:
1.Why do they say that ##aA+bB=O##?. I mean I don't understand the solution from that point until the end (Why the solutions ##a=0## and ##b=0## are enough to prove the existence of that basis??May someone please explain??
Thanks in advance :smile:. Any help would be appreciated
 
Physics news on Phys.org
The solution says IF aA+bB=0, THEN a=b=0. That is what it means for the vectors A and B to be linearly independent. Vectors in a basis must be linearly independent.
 
krome said:
The solution says IF aA+bB=0, THEN a=b=0. That is what it means for the vectors A and B to be linearly independent. Vectors in a basis must be linearly independent.
Thanks but why ##O=L(aA+bB)=aL(A)##?? could you please explain what they do there, please??
 
manuel325 said:
Thanks but why ##O=L(aA+bB)=aL(A)##?? could you please explain what they do there, please??

L is a linear map, which means L(aA+bB) = aL(A) + bL(B).
 
  • Like
Likes   Reactions: 1 person
krome said:
L is a linear map, which means L(aA+bB) = aL(A) + bL(B).

Thanks :smile:
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
3
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 13 ·
Replies
13
Views
4K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 16 ·
Replies
16
Views
3K
Replies
15
Views
2K
  • · Replies 16 ·
Replies
16
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K