How to plot the linear system solutions with multiple solutions?

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SUMMARY

The discussion focuses on solving a linear system of equations defined by the equations ax + by + z = 1, x + aby + z = b, and x + by + az = 1 for real numbers a and b. Using Cramer's rule, the conditions for unique solutions are established, specifically when b ≠ 0, a ≠ 1, and a ≠ -2, leading to a unique solution represented as (x, y, z) = ((a-b)/((a-1)(a+2)), (ab+b-2)/(b(a-1)), (a-b)/((a-1)(a+2))). In cases where a = 1 or a = b = -2, the system yields infinitely many solutions, necessitating the use of Kronecker-Capelli's theorem to analyze consistency and solution representation.

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  • Cramer's rule for solving linear equations
  • Kronecker-Capelli's theorem for analyzing system consistency
  • Understanding of determinants in linear algebra
  • Basic knowledge of plotting in three-dimensional space
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  • Learn how to apply Cramer's rule in higher-dimensional systems
  • Study Kronecker-Capelli's theorem in-depth for various cases
  • Explore methods for visualizing linear systems in 3D using tools like MATLAB or Python's Matplotlib
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Students studying linear algebra, educators teaching systems of equations, and data analysts working with multidimensional data representations.

gruba
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Homework Statement


Solve the linear system of equations:
ax+by+z=1
x+aby+z=b
x+by+az=1
for a,b\in\mathbb R
and plot equations and solutions in cases where the system is consistent.

Homework Equations


-Cramer's rule
-Kronecker-Capelli's theorem

The Attempt at a Solution


Using Cramer's rule, we find the determinant of the system and determinant for each variable:
D=b(a-1)^2(a+2)
D_x=b(a-b)(a-1)
D_y=(a-1)(ab+b-2)
D_z=b(a-1)(a-b)

For b\neq 0 \land a\neq 1\land a\neq -2\Rightarrow D\neq 0 system has unique solution:
(x,y,z)=\left(\frac{a-b}{(a-1)(a+2)},\frac{ab+b-2}{b(a-1)},\frac{a-b}{(a-1)(a+2)}\right).

How to plot the equations with intersection (point) in this case?

Second case, a=1.
Solvind the system using Kronecker-Capelli's theorem gives:
b=1\Rightarrow infinitely many solutions.
b\neq 1\Rightarrow the system is inconsistent.
This gives (x,y,z)=(1-y-z,y,z).

How to plot the equations with intersection (line) in this case?

Third case, a=b=-2\Rightarrow infinitely many solutions.
(x,y,z)=\left(z,\frac{-z-1}{2},z\right).

How to plot the equations with intersection (line) in this case?
 
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I didn't check the correctness of your result, but assuming all is right :

gruba said:
(x,y,z)=\left(\frac{a-b}{(a-1)(a+2)},\frac{ab+b-2}{b(a-1)},\frac{a-b}{(a-1)(a+2)}\right).

If it has a unique solution, so it's a point.

gruba said:
This gives (x,y,z)=(1-y-z,y,z). How to plot the equations with intersection (line) in this case?

That means that the solution verifies ## x+ y + z - 1 = 0 ## when ##x,y,z## describe ##\mathbb{R}^3##.
It's a plane passing through (1,0,0), (0,1,0), and (0,0,1).

gruba said:
Third case, a=b=-2\Rightarrow infinitely many solutions.
(x,y,z)=\left(z,\frac{-z-1}{2},z\right).

How to plot the equations with intersection (line) in this case?

We already discussed that in length yesterday :mad:
 
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