Matrices - finding a general solution.

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SUMMARY

The discussion focuses on finding the general solution for a non-invertible matrix using row reduction techniques. The augmented matrix provided is \left [ \begin{array} {cccc}1 & 0& -1 & 0 \\0 & -2 & 2 & 0 \\-1 & 1 & 0 & 0 \end{array} \right ]. Participants confirm that the matrix lacks an inverse, leading to a final row of zeros during row reduction. The general solution derived is (x, y, z) = (z, z, z), indicating that all vectors mapping to zero form a line defined by x = y = z.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically matrix operations.
  • Familiarity with row reduction techniques for solving systems of equations.
  • Knowledge of augmented matrices and their role in linear transformations.
  • Basic comprehension of vector spaces and linear mappings.
NEXT STEPS
  • Study the process of row reduction in detail, focusing on Gaussian elimination.
  • Explore the implications of non-invertible matrices in linear algebra.
  • Learn about linear transformations and their geometric interpretations.
  • Investigate the concept of null spaces and their relation to solutions of homogeneous systems.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators seeking to explain concepts related to matrix solutions and linear mappings.

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Howdy,

I have been asked to find the general solution of the following matrix (pic attached).

The matrix does not have an inverse, so I am a bit confused guys. Cheers and thanks in advance!
 

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Yes, it does not have an inverse- that's why you are asked for the general solution.

One way to do this is "row reduction". Set up the augmented matrix
[tex]\left [ \begin{array} {cccc}1 & 0& -1 & 0 \\0 & -2 & 2 & 0 \\-1 & 1 & 0 & 0 \end{array} \right ][/tex]
and row-reduce. Because the matrix does not have an inverse, the final row will be all zero's but you could solve for, say x and y in terms of z.

Or just treat it as a system of equations: x- z= 0, -2y- 2z= 0, -x+ y= 0.
The first and third just say x= z and y= x= z. The second is then automatically solved. The general solution is (x, y, z)= (z, z, z)where z can be any number.
 
yiou are given a linear map from 3 space to 3 space and are asked to find all vectors that map to 0. obviously it is the line defined by x=y=z.
 

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