Properties of Singular Matrices

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SUMMARY

The discussion confirms that the product of two singular matrices, A and B, is also singular. This conclusion is supported by the determinant property, where the determinant of the product |AB| equals the product of the determinants |A||B|. Since both |A| and |B| are zero for singular matrices, it follows that |AB| is also zero, thereby proving that AB is singular. The lemma cited reinforces this conclusion, establishing a definitive rule regarding singular matrices.

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  • Understanding of singular matrices and their properties
  • Knowledge of determinants and their calculations
  • Familiarity with matrix multiplication rules
  • Basic concepts of linear algebra
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  • Explore the implications of singular matrices in linear transformations
  • Learn about the rank-nullity theorem and its relation to singular matrices
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simmonj7
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1. Homework Statement
State whether true or false:
If A and B are singular matrices, then AB is also singular.



3. The Attempt at a Solution
I know that according to the Lemma, if A or B is a singular matrix, then its product AB is also singular. However, it doesn't speak to what happens if two both A and B are singular. I have tried examples using a bunch of singular matrices which I made, and all turned out to be singular. However, I can't get rid of this gut feeling that maybe there is an exception to this situation which I just can't put my finger.
 
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In general, if at least one of them is singular then AB is singular, and that's good enough to prove it.
Another way to prove this is using determinant.
Since |A|=0 and |B|=0 (A and B are singular), we get |AB|=|A||B|=0 => AB is singular too.
 
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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