Finding a Basis of the Null Space of a Matrix A in R^5 | SOLVED

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SUMMARY

The discussion focuses on finding a basis for the null space N(A) of the matrix A in R^5, specifically the matrix defined as A = [[1, -2, 2, 3, -1], [-3, 6, -1, 1, -7], [2, -4, 5, 8, -4]]. The solution involves solving the equation Ax = 0 to identify the null space, which consists of all vectors x that satisfy this equation. The dimension of the null space is also determined as part of the solution process.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically null spaces.
  • Familiarity with matrix operations and solving linear equations.
  • Knowledge of the rank-nullity theorem.
  • Proficiency in using Gaussian elimination for row reduction.
NEXT STEPS
  • Study the rank-nullity theorem to understand the relationship between the rank of a matrix and the dimension of its null space.
  • Learn Gaussian elimination techniques for solving systems of linear equations.
  • Explore the concept of vector spaces and their properties in linear algebra.
  • Practice finding bases for null spaces of various matrices to solidify understanding.
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Students and educators in linear algebra, mathematicians focusing on vector spaces, and anyone involved in solving systems of linear equations.

karnten07
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[SOLVED] basis of a null space

Homework Statement



Find a basis of the null space N(A)[tex]\subset[/tex]R^5 of the matrix

A=
1 -2 2 3 -1
-3 6 -1 1 -7
2 -4 5 8 -4

[tex]\in[/tex]M3x5(R)

and hence determine its dimension

Homework Equations





The Attempt at a Solution



So do i need to find the x that satisfies Ax=0 and that x is the null space? Then how do i find a basis of this null space?
 
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karnten07 said:
So do i need to find the x that satisfies Ax=0
Why do you think x is unique?

and that x is the null space?
No, the null space is the space of all solutions to the equation.
 

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