Linear Algebra - Determining a Solution to AX = B

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SUMMARY

The discussion focuses on solving the linear equation AX = B, where A is represented by specific vectors. The solution Xo = (2, -1, 3) is provided, and participants are tasked with finding a two-parameter family of solutions. Key concepts include the homogeneous solution, particular solution, and null space of the matrix A. The relationship between the coefficients of the matrix and the vectors is explored to derive the general solution.

PREREQUISITES
  • Understanding of linear equations and matrix representation
  • Familiarity with concepts of homogeneous and particular solutions
  • Knowledge of null space and its significance in linear algebra
  • Ability to manipulate and solve vector equations
NEXT STEPS
  • Study the concept of null space in linear algebra
  • Learn about finding homogeneous solutions for linear systems
  • Explore parameterization of solutions in vector spaces
  • Review techniques for solving AX = B using matrix operations
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra, as well as anyone seeking to deepen their understanding of solving linear equations and matrix theory.

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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.
 
Last edited:
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This is more of a conceptual problem. Think about things like the homogeneous solution, particular solution, null space, etc.
 

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