What is the Expansion by Minors in Linear Algebra?

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Homework Help Overview

The discussion revolves around the concept of "expansion by minors" in linear algebra, particularly in the context of calculating determinants of 4x4 matrices. Participants also explore the method of squaring a matrix and clarify the distinction between squaring individual elements versus performing matrix multiplication.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the rule for removing a row and column from a matrix to simplify determinant calculations, identifying it as "expansion by minors." Questions arise about the correct method for squaring a matrix, with some confusion regarding whether to square individual elements or to perform matrix multiplication.

Discussion Status

There is an active exploration of the definitions and methods related to determinants and matrix operations. Clarifications have been provided regarding the process of squaring a matrix, emphasizing the need for understanding matrix multiplication rather than element-wise squaring.

Contextual Notes

Participants are navigating potential misunderstandings about matrix operations and the specific terminology used in linear algebra, which may lead to differing interpretations of the original poster's questions.

Bob19
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if one is presented with an n x n where n = 4.

What is the rule called which allows the i'th row and the j'th column to be removed from the matrix in order to make calculating the determinant easier ?

Secondly if one wants to square [tex]\left[ \begin{array}{cccc} 2 & 5 & 7 & 6 \\ 2 & 9 & 2 & 1 \\ 0 & 1 & -2 & 1 \\ 6 & 7 & 1 & -5\end{array}\right ] ^2[/tex]

Do I square every element of matrix individually ?

/Bob
 
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Bob19 said:
if one is presented with an n x n where n = 4.

What is the rule called which allows the i'th row and the j'th column to be removed from the matrix in order to make calculating the determinant easier ?

What you are talking about is "expansion by minors". The (n-1) x(n-1) matrix you get by removing the "i'th row and j'th column is the "minor" at that point. Choose anyone row or column, calculate the minor for each element in that row or column. The determinant is the sum of the product of the element itself times its minor times either plus or minus one, depending on whether i+j is even or odd.

Secondly if one wants to square [tex]\left[ \begin{array}{cccc} 2 & 5 & 7 & 6 \\ 2 & 9 & 2 & 1 \\ 0 & 1 & -2 & 1 \\ 6 & 7 & 1 & -5\end{array}\right ] ^2[/tex]

Do I square every element of matrix individually ?

/Bob

No! squaring a matrix means multiplying the matrix by itself, not the individual elements. You won't be able to square a matrix if you don't know how to multiply two matrices. The simplest way to remember that is to think of each row of the first matrix and each column of the second as "vectors". The i, j element of the product is the dot product of the ith row of the first matrix and the jth column of the second.
 
I think Bob may have been asking about row/column transformations to simplify the evaluation of a determinant.
 
I don't. He specifically said "which allows the i'th row and the j'th column to be removed from the matrix". That's the "expansion by minors", not "row reduction".
 

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