Matrix multiplication preserve order Block matrix

In summary, the conversation discussed the relationship between non-singular block matrices A, B, C, and D and how to preserve the order of matrix multiplication. It was determined that if ADB=C, then AD=B^-1C and D=B^-1CA^-1, and D^-1 can be calculated as BC^-1A. It was also confirmed that it is acceptable to assume the inverse of a block matrix is equal to a matrix containing the inverse of each individual block.
  • #1
EmmaSaunders1
45
0
Hello,

If I have block matrices A,B,C and D all of which are non singular would this relationship hold; my main concern is preserving order of matrix multiplication:

if ADB=C

then AD=B^-1C
D=B^-1CA^-1
D^-1 = (BC^-1A)


Also is it okay to assume the inverse of a block matrix is equal to a matrix that contains as its elements the inverse of each individual block?

Thanks for any help

Emma
 
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  • #2
Hi EmmaSaunders1! :smile:

Your multiplications are a little off.
They should be:

ADB=C
ADBB-1=CB-1
AD=CB-1
D=A-1CB-1
D-1 = (BC-1A)

You can check the last step by calculating DD-1.

(Btw, you can use the x2 just above the reply box to get nice superscripts. :wink:)


And yes, it is okay to assume the inverse of a block matrix is equal to a matrix that contains as its elements the inverse of each individual block.
You can check this by creating an example, and see how the matrices multiply.
 
  • #3
Thats great thanks for that
 

1. What is matrix multiplication?

Matrix multiplication is a mathematical operation that involves multiplying two matrices to produce a third matrix. It is denoted by the symbol "x" or by simply placing the matrices together.

2. How does matrix multiplication preserve order?

In matrix multiplication, the order in which the matrices are multiplied together is important. The first matrix must have the same number of columns as the second matrix has rows. This preserves the order of the elements in the resulting matrix.

3. What are block matrices?

Block matrices are matrices that are made up of smaller matrices, or blocks, arranged in a specific layout. These blocks can be square or rectangular and are used to represent a larger matrix in a more organized way.

4. How is order preserved in block matrix multiplication?

In block matrix multiplication, the order of the blocks is preserved in the resulting matrix. This means that the blocks are arranged in the same order as they were in the original matrices, ensuring that the elements are multiplied in the correct order.

5. What are some real-world applications of matrix multiplication and block matrices?

Matrix multiplication and block matrices have a wide range of applications in various fields such as engineering, physics, economics, and computer science. They are commonly used in computer graphics, data analysis, and optimization problems. They are also used in coding theory for error correction and in machine learning for data processing and analysis.

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