Proving Two Matrices to be Equal

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SUMMARY

The discussion centers on proving that if matrices A, C, and D satisfy the conditions CA=In and AD=Im, then C must equal D. The proof utilizes the associative property of matrix multiplication and the identity matrix properties. By manipulating the equations, specifically through the expression CAD=InD, it is established that C(AD)=D leads to the conclusion that C=D. This proof effectively demonstrates the equality of the two matrices without the need for square matrices or inverse properties.

PREREQUISITES
  • Understanding of matrix multiplication and properties
  • Familiarity with identity matrices (In and Im)
  • Knowledge of the associative property of matrix operations
  • Basic concepts of linear algebra
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  • Learn about the associative property of matrix multiplication
  • Explore proofs involving non-square matrices
  • Investigate the implications of matrix rank and dimensions
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Students of linear algebra, mathematics educators, and anyone interested in matrix theory and proofs involving matrix equality.

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Homework Statement


Suppose that A is an m x n matrix and there exists n x m matrices C and D such that CA=In and AD=Im. Prove that
C=D

Homework Equations

The Attempt at a Solution


Im not sure if I'm on the right path here. However my initial thought is that since the matrices are not square there isn't anything to prove by using inverses. So my guess would be i need to use the definition of matrix multiplication on CA=In and AD=Im and try and equate C and D in some way.
 
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But C and D have the same rows and columns so they could be equal. They don't have to be square.
 
Yes I can see that. But I don't think we can use inverses or inverse properties on this proof because CA and AD are not both the same size matrices.
 
B18 said:
Yes I can see that. But I don't think we can use inverses or inverse properties on this proof because CA and AD are not both the same size matrices.

You don't have to. Think about the matrix CAD. Use the associative property.
 
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Dick said:
You don't have to. Think about the matrix CAD. Use the associative property.
Ok, i think I've got this one nailed down.
CA=In
CAD=InD
C(AD)=D [identity matrix times D is still the matrix D]
since AD=Im
we have C(Im)=D
C=D [identity matrix times C is still the matrix C]
 
B18 said:
Ok, i think I've got this one nailed down.
CA=In
CAD=InD
C(AD)=D [identity matrix times D is still the matrix D]
since AD=Im
we have C(Im)=D
C=D [identity matrix times C is still the matrix C]

Nailed.
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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