Determinant of Block Matrices: How Do Non-Zero Blocks Affect the Determinant?

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SUMMARY

The discussion focuses on the determinant of block matrices, specifically how non-zero blocks affect the determinant calculation. It highlights that for a lower triangular block matrix structured as $$\left(\begin{array}{cc}A_{11} &0 \\ A_{21} & A_{22} \end{array}\right)$$, the determinant can be computed as $$\text{det}(A_{11})\text{det}(A_{22})$$, regardless of the sizes of the blocks. The participants confirm that the blocks do not need to be of the same size, provided that either the right top or left bottom block is zero. This flexibility makes block matrices a valuable tool in linear algebra.

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  • Understanding of linear algebra concepts, particularly determinants
  • Familiarity with block matrix structures and properties
  • Knowledge of matrix operations, including multiplication and addition
  • Basic proficiency in mathematical notation and expressions
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  • Research the properties of block matrices in linear algebra
  • Study the implications of zero blocks in determinant calculations
  • Explore applications of block matrices in computational methods
  • Learn about the LU decomposition and its relation to block matrices
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Students and professionals in mathematics, particularly those studying linear algebra, as well as researchers and engineers who utilize block matrices in their work.

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View attachment 4098

I don't quite follow this, can anyone explain?
 

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Hi Rido12. I haven't actually used this fact but it appears what is going on it that we are blocking the matrix into this form:

$$\left(\begin{array}{cc}A_{11} & A_{12} \\ A_{21} & A_{22} \end{array}\right)$$

More particularly we are choosing $A_{12}=0$ so we end up with a lower triangular block matrix that looks like this:

$$\left(\begin{array}{cc}A_{11} &0 \\ A_{21} & A_{22} \end{array}\right)$$

So, $\text{det}\left(\begin{array}{cc}A_{11} &0 \\ A_{21} & A_{22} \end{array}\right)=\text{det}(A_{11}A_{22}-0A_{21})=\text{det}(A_{11}A_{22})=\text{det}(A_{11})\text{det}(A_{22})$

I think that's the basic argument. Here is a link with some useful info on it as well. :)
 
Hi Jameson! :D

Thanks for the reply - so it appears that the blocks don't have to be of the same size? By that, I mean $A_{11}$ appears to be of size $2$ by $2$ while $A_{21}$ seems to be of $3$ by $2$. If so, this seems to be a pretty useful tool! (Cool)
 
Rido12 said:
Hi Jameson! :D

Thanks for the reply - so it appears that the blocks don't have to be of the same size? By that, I mean $A_{11}$ appears to be of size $2$ by $2$ while $A_{21}$ seems to be of $3$ by $2$. If so, this seems to be a pretty useful tool! (Cool)

Hey Rido! ;)

See here.

So the block matrices can be of any size, but either right top, or left bottom has to be zero.
 

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