Linear algebra: nonhomogeneous system

Click For Summary

Homework Help Overview

The discussion revolves around a nonhomogeneous linear algebra problem involving the matrix equation Ax = b, where the matrix A and a particular solution p are provided. Participants are exploring the general form of the solution and the relationship between the nonhomogeneous and homogeneous equations.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants are attempting to understand the general solution form based on a particular solution and the implications of the homogeneous equation. Questions are raised about verifying the solution space and the significance of the vector multiplied by a scalar.

Discussion Status

The discussion is active, with participants questioning the validity of the proposed solution and seeking clarification on the relationship between the nonhomogeneous and homogeneous systems. Some guidance has been offered regarding verifying solutions and the structure of the solution space.

Contextual Notes

Participants are working within the constraints of a homework assignment, which may limit the information available and the methods they can employ. There is an emphasis on understanding rather than simply finding the solution.

z-component
Messages
494
Reaction score
2

Homework Statement


Let A = [tex]\left( \begin{array}{l} \begin{array}{*{20}c} 0 & 1 & { - 1} \\ \end{array} \\ \begin{array}{*{20}c} 2 & 1 & 1 \\ \end{array} \\ <br /> \end{array} \right)[/tex]. Suppose that for some b in [tex]\mathbb{R}^2[/tex], [tex]p = \left( {\begin{array}{*{20}c} 1 \\ { - 1} \\ 1 \\ \end{array} } \right)[/tex] is one particular solution to the nonhomogeneous equation Ax = b. What is the general form of the solution to this equation (Ax = b)?


Homework Equations


A relevant definition: A nonhomogeneous system is one with Ax = b, b is not equal to zero. A is a matrix and x and b are vectors.


The Attempt at a Solution


Since a homogeneous equation is Ax = 0, b = 0 in this particular question. Given p, I can presume that the general form of the solution will include p, but I'm not sure how to proceed.
 
Physics news on Phys.org
The solution is:

[tex]\left( {\begin{array}{*{20}c}<br /> 1 \\<br /> { - 1} \\<br /> 1 \\<br /> <br /> \end{array} } \right) + x_3 \left( {\begin{array}{*{20}c}<br /> { - 1} \\<br /> 1 \\<br /> 1 \\<br /> <br /> \end{array} } \right),{\text{ }}x & _3 \in \mathbb{R}[/tex]

But I can't make sense out of it.
 
Well, first off you can verify that actually is a family of solutions, right?

You seem to think the homogeneous equation Ax=0 has some bearing; well, what is the solution space to Ax=0?
 
I'm guessing since it's in the solution, the solution space is contained in R, but I'm not sure how to verify that it is actually a family of solutions. I'm trying to understand the presentation of the solution in terms of two vectors, one being multiplied by x3 for some reason.
 
z-component said:
I'm not sure how to verify that it is actually a family of solutions.
Multiply it (on the left) by A. What do you get?
 
Given one solution and all the solutions to the respective homogeneous equation how do you find the solutions to the non-homogeneous equation?
HINT: what happens if you add the two equations together?
 

Similar threads

Replies
6
Views
1K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
Replies
12
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 7 ·
Replies
7
Views
3K