Solving Linear Equations (Matrices)

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SUMMARY

The discussion focuses on solving a system of linear equations represented by a matrix equation. It establishes that the equation is only solvable if the condition c + 2b - 5a = 0 is satisfied. The participants demonstrate how to show that the given planes intersect in a line and derive the coordinates of the intersection point in terms of a parameter s. The final vector equation for the line of intersection is confirmed as r = (1, 0, 0) + λ(-2, 5/2, 1).

PREREQUISITES
  • Matrix algebra, specifically understanding determinants and RREF (Reduced Row Echelon Form).
  • Knowledge of linear equations and their geometric interpretations in three-dimensional space.
  • Familiarity with parameterization of lines and planes in vector form.
  • Basic understanding of solving systems of equations using substitution and elimination methods.
NEXT STEPS
  • Study the properties of determinants in linear algebra, particularly in relation to solvability of systems.
  • Learn about the geometric interpretation of linear equations and their intersections in three-dimensional space.
  • Explore the method of reducing matrices to RREF for solving linear systems.
  • Investigate parameterization techniques for lines and planes in vector calculus.
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra, as well as anyone involved in solving systems of linear equations and understanding their geometric implications.

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Homework Statement



Prove that the equation

[itex]\left(<br /> \begin{array}{ccc}<br /> 1 & 2 & -3 \\<br /> 2 & 6 & -11 \\<br /> 1 & -2 & 7<br /> \end{array}<br /> \right)\left(<br /> \begin{array}{c}<br /> x \\<br /> y \\<br /> z<br /> \end{array}<br /> \right)=\left(<br /> \begin{array}{c}<br /> a \\<br /> b \\<br /> c<br /> \end{array}<br /> \right)[/itex]

Is only soluble if [itex]c+2b-5a=0[/itex]

(b) Hence show the planes


[itex]x+2y-3z=1[/itex]

[itex]2x+6y-11z=2[/itex]

[itex]x-2y+7z=1[/itex]

Intersect in a line.

(c) Find in terms of s, the co-ordinate of the point in whihc this line meets the plane z=s.

The Attempt at a Solution


[itex] \text{Det}\left[\left(<br /> \begin{array}{ccc}<br /> 1 & 2 & -3 \\<br /> 2 & 6 & -11 \\<br /> 1 & -2 & 7<br /> \end{array}<br /> \right)\right]=0[/itex]

[itex]x+2y-3z=a[/itex]

[itex]2x+6y-11z=b[/itex]

[itex]x-2y+7z=c[/itex]

[itex]c+2b-5a = x-2y+7z + 2(2x+6y-11z) -5(x+2y-3z)=0[/itex]

Not sure whether this is sufficient?

(b)

[itex]2x+4y-6z=2[/itex]

[itex]2x+6y-11z=2[/itex]

[itex]y=\frac{5}{2}z[/itex]

[itex]x=1-2z[/itex]

[itex]z=\lambda[/itex]

[itex]x=1-2\lambda, y=\frac{5}{2}\lambda[/itex]

What is the vector equation of this result if it is correct?

[itex]r = \left(<br /> \begin{array}{c}<br /> 1 \\<br /> 0 \\<br /> 0<br /> \end{array}<br /> \right) + \lambda\left(<br /> \begin{array}{c}<br /> -2 \\<br /> \frac{5}{2} \\<br /> 1<br /> \end{array}<br /> \right)[/itex]

Is that right?

(c) Substitute z=s

[itex](1-2s,\frac{5s}{2},s)[/itex]
 
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You could try reducing the augmented matrix to RREF and looking at what must happen to have a solution.

[tex] \begin{pmatrix}<br /> 1 & 2 & -3 & a\\<br /> 2 & 6 & -11 & b \\<br /> 1 & -2 & 7 & c<br /> \end{pmatrix}[/tex]
 

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