Linear Algebra: The vector space R and Rank

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SUMMARY

The discussion focuses on the concept of equivalence of matrices in linear algebra, specifically the definition and properties of equivalent matrices A and B, denoted as A ~e B. It is established that for any m x n matrices A and B, there exist invertible matrices U (m x m) and V (n x n) such that A = UBV. The properties of equivalence discussed include reflexivity (A ~e A), symmetry (if A ~e B, then B ~e A), and transitivity (if A ~e B and B ~e C, then A ~e C). The participants clarify the correct approach to proving these properties, emphasizing the need for proper definitions and manipulations of matrices.

PREREQUISITES
  • Understanding of matrix operations and dimensions (m x n matrices)
  • Familiarity with invertible matrices and their properties
  • Knowledge of linear transformations and their representations
  • Basic concepts of linear algebra, including vector spaces
NEXT STEPS
  • Study the properties of invertible matrices and their role in linear transformations
  • Learn about matrix manipulation techniques to prove equivalence relations
  • Explore the concept of rank in relation to matrix equivalence
  • Investigate the implications of matrix equivalence in solving linear systems
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to clarify concepts related to matrix equivalence and properties.

rad0786
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Two m x n matrices A and B are called EQUIVALENT (writen A ~e B if there exist invertible matracies U and V (sizes m x m and n x n) such that A = UBV
a) prove the following properties of equivalnce
i) A ~e A for all m x n matracies A
ii) If A ~e B, then B ~e A
iii) A ~e B and B~e C, then A~e C

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Lets just do part i) for now...

It seems ovicus that "A ~e A for all m x n matracies A"... but.. here's how i would do it

A = m x n
U = m x m
V = n x n

So

A = UAV
A = (UA)V UA = (m X m)(m X n) = (m X n)
A = (UA)(V) UAV = (m X n)(n x n) = (m x n)
A = A

How does that sound? Is that how you prove this? Or do i have the wrong idea?

Please help

thanks
 
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What is your idea? How can A=m x n? That makes no sense. A is an mxn matrix, but not equal to m x n, whatever that means.
Find U and V, invertible matrices such that A=UAV, that's all you need to do.
You can't start by setting A=UAV, as you do, since that is assuming the answer. I don't even know what your argument is trying to do since you haven't used any words to explain any of your steps.
As for the other two: if you actually write out what you need to show, and what you are given, then it is a simple manipulation of matrices.
 

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