Linear Algebra: Equivalence of Linear Transformations

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SUMMARY

The discussion centers on the equivalence of linear transformations, specifically addressing conditions under which two linear transformations B and C are equivalent through invertible linear transformations P and Q, satisfying the equation PB = CQ. It is established that if two linear transformations A and B are equivalent, their duals A' and B' are also equivalent. The conversation also explores the existence of linear transformations A and B that are equivalent while their squares A² and B² are not, as well as the possibility of a linear transformation A being equivalent to a scalar a without being equal to a.

PREREQUISITES
  • Understanding of linear transformations and their properties
  • Familiarity with invertible linear transformations
  • Knowledge of dual spaces in linear algebra
  • Basic concepts of equivalence relations in mathematics
NEXT STEPS
  • Study the properties of invertible linear transformations in detail
  • Explore the concept of dual spaces and their significance in linear algebra
  • Investigate examples of linear transformations that demonstrate non-equivalence of their squares
  • Learn about equivalence relations and their applications in various mathematical contexts
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Students of linear algebra, mathematicians exploring linear transformations, and educators seeking to clarify concepts of equivalence in linear transformations.

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Homework Statement


1) two linear transformations B and C are equivalent iff there exist invertible linear transformations P and Q such that PB=CQ
2) if A and B are equivalent then so are A' and B' in dual space
3) Do there exist linear transformations A and B such that A and B are equivalent but A^2 and B^2 are not?
4) Does there exist a linear transformation A such that A is equivalent to a scalar a but A is not equal to a?

The Attempt at a Solution


I really don't know where to start. I know that if two l.ts. A and B are equivalent then (AB)^-1 = B^-1A^-1. But that's where I am now.
 
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Ok for the first question, two lts B and C are equivalent iff there exist lts E and F such that
B = E^-1 C F
Now let E = P and let F=Q, we have
B= P^-1 C Q or PB = CQ so this means that the lts P and Q must be invertible?
 
Can you please repeat your definition for equivalence between A and B? I'm not sure I follow.
 

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