Linear Algebra - Determining a Solution to AX = B

In summary, the conversation discusses finding a two parameter family of solutions to the equation AX = B, given the conditions A(A1, A2, A3) = 0 = A(2, 0, 3) and Xo = (2, -1, 3). The attempt at a solution involves representing the coefficient columns of matrix A as a (A1, A2, A3) and using concepts such as the homogeneous solution, particular solution, and null space. The next steps are unclear.
  • #1
KingKai
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Homework Statement


Assume that

[tex] A \left( \begin{array}{c} 1 \\ -1 \\ 2 \end{array} \right) = 0 = A \left( \begin{array}{c} 2 \\ 0 \\ 3\end{array} \right) [/tex]

and that AX = B has a solution [tex] Xo= \left( \begin{array}{c} 2 \\ -1 \\ 3 \end{array} \right) [/tex]

Find a two parameter family of solutions to AX = B

Homework Equations



AX = B

[tex] A \left( \begin{array}{c} 1 \\ -1 \\ 2 \end{array} \right) = 0 = A \left( \begin{array}{c} 2 \\ 0 \\ 3\end{array} \right) [/tex]

The Attempt at a Solution



Representing coefficient columns of matrix A as a (A1 , A2 , A3) for corresponding n-vectors of x,

A1 - A2 + 2A3 = 2A1 + 3A3

A2 = -A1 - A3

not sure where to go from here or really what i am doing.
 
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  • #2
This is more of a conceptual problem. Think about things like the homogeneous solution, particular solution, null space, etc.
 

1. What is linear algebra and how does it relate to solving systems of equations?

Linear algebra is a branch of mathematics that deals with the study of linear equations and their properties. It involves manipulating and solving systems of linear equations using techniques such as matrix operations and vector spaces.

2. What is a solution to AX = B and how can it be determined?

A solution to AX = B is a set of values for the variables that satisfies the equation. It can be determined by using techniques such as row reduction and Gaussian elimination to transform the system of equations into an equivalent form with a unique solution.

3. What are the key components of a matrix and how do they affect the solution to AX = B?

The key components of a matrix are its rows, columns, and elements. These components affect the solution to AX = B by determining the number of equations and variables in the system, and how they are related to each other through the coefficients in the matrix.

4. How does the number of equations in a system affect the existence and uniqueness of a solution to AX = B?

The number of equations in a system can determine whether a solution exists and if it is unique. If the number of equations is equal to the number of variables, then a unique solution exists. If there are more equations than variables, then there may be no solution. If there are fewer equations than variables, then there may be an infinite number of solutions.

5. Can determinants be used to determine the solution to AX = B?

Yes, determinants can be used to determine the solution to AX = B. The determinant of a matrix can provide information about the existence and uniqueness of a solution, as well as the value of the solution itself. However, determinants can only be used for square matrices, and other methods such as row reduction may be necessary for non-square matrices.

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