Using inverses to solve systems of equations

Click For Summary

Homework Help Overview

The discussion revolves around the use of identity matrices in solving systems of equations, specifically focusing on the expression ##X = IX##. Participants are exploring the properties of identity matrices and their role in matrix multiplication.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Some participants inquire about the origin of the expression ##X = IX##, prompting others to reference the definition and properties of the identity matrix in matrix multiplication.

Discussion Status

Participants are actively engaging with the concept, providing explanations and clarifications regarding the identity matrix. There is a recognition of the foundational role of the identity matrix in the context of the problem, but no consensus has been reached on the broader implications or applications.

Contextual Notes

Some posts indicate a lack of clarity regarding the identity matrix's notation and its implications in the context of the problem. The original poster and others express confusion about the notation and its mathematical significance.

member 731016
Homework Statement
Please see below
Relevant Equations
Please see below
For this,
1682305758972.png

Can someone please tell me where they got ##X = IX## from?

Many thanks!
 
Physics news on Phys.org
From the definition of ##I##. It is the one in matrix multiplication.
$$
\begin{pmatrix}x_{11}&\ldots &x_{1n}\\ \vdots&&\vdots \\x_{n1}&\ldots &x_{nn}\end{pmatrix} \cdot \underbrace{\begin{pmatrix}1&0&\ldots&0&0\\ 0&1&\ldots&0&0 \\ \vdots&\vdots&\ddots&\vdots&\vdots \\
0&0&\ldots&0&1 \end{pmatrix}}_{=I}=\begin{pmatrix}x_{11}&\ldots &x_{1n}\\ \vdots&&\vdots \\x_{n1}&\ldots &x_{nn}\end{pmatrix}
$$

Then they used ##A^{-1} A= I## and the associativity law: ##(I\cdot X)=((A^{-1}A)X)=(A^{-1}(AX))=A^{-1}B.##
 
  • Like
Likes   Reactions: Grelbr42, YouAreAwesome, MatinSAR and 1 other person
fresh_42 said:
From the definition of ##I##. It is the one in matrix multiplication.
$$
\begin{pmatrix}x_{11}&\ldots &x_{1n}\\ \vdots&&\vdots \\x_{n1}&\ldots &x_{nn}\end{pmatrix} \cdot \underbrace{\begin{pmatrix}1&0&\ldots&0&0\\ 0&1&\ldots&0&0 \\ \vdots&\vdots&\ddots&\vdots&\vdots \\
0&0&\ldots&0&1 \end{pmatrix}}_{=I}=\begin{pmatrix}x_{11}&\ldots &x_{1n}\\ \vdots&&\vdots \\x_{n1}&\ldots &x_{nn}\end{pmatrix}
$$

Then they used ##A^{-1} A= I## and the associativity law: ##(I\cdot X)=((A^{-1}A)X)=(A^{-1}(AX))=A^{-1}B.##
Thank you for your help @fresh_42! I see now.
 
  • Like
Likes   Reactions: YouAreAwesome
ChiralSuperfields said:
Can someone please tell me where they got ##X = IX## from?
This should be obvious. Based on the initial post, X is a column vector. If X consists of n elements, multiplication of X by an n x n identity matrix ##I_n## produces exactly the same vector X. This is analogous to writing ##b = 1 \cdot b## for ordinary numbers.
 
  • Like
Likes   Reactions: member 731016
ChiralSuperfields said:
Homework Statement: Please see below
Relevant Equations: Please see below

For this,
View attachment 325404
Can someone please tell me where they got ##X = IX## from?

Many thanks!
The ##I## should trigger the phrase "##I##dentity Matrix". It was the reason ##I## was chosen rather than some other letter in the first place.
 
  • Like
Likes   Reactions: fresh_42 and member 731016

Similar threads

  • · Replies 5 ·
Replies
5
Views
880
  • · Replies 5 ·
Replies
5
Views
2K
Replies
2
Views
2K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 7 ·
Replies
7
Views
3K
Replies
6
Views
2K
Replies
20
Views
4K
  • · Replies 13 ·
Replies
13
Views
9K
  • · Replies 4 ·
Replies
4
Views
3K