Can Non-Homogeneous Linear Systems Have Multiple Solutions?

In summary, the equation (123)x=a (456)y=b (789)z=c has solutions for (a,b,c) = (0,0,0) and for any values that satisfy the constraint a-2b+c=0. The solution set is represented by a one-dimensional linear manifold and any multiple of (1,-2,1) can be added to the solution set to form new solutions.
  • #1
strugglinginmat
7
0
(123)x=a
(456)y=b
(789)z=c
For which values (a,b,c) does the above equation have a solution where a,b,c,x,y,z belong to R?
Initially I found the determinant of the above matrix and it was O. From this I know that there will be nontrivial solution solutions for (a,b,c) = (0,0,0).
But I am confused as to the possibility of having any other solutions for nonhomogenous system. I know that it will not have a uniques solution. Can anybody tell me if there is going to be any other solutions for values of (a,b,c) other than the homogenous one.
 
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  • #2
Any multiple of (1,-2,1) is sent to (0,0,0) by your matrix.
In other words, <{(1,-2,1)}> represents its one-dimensional nullspace.

The rhs has to lie in the two-dimensional columnspace for there to be any solutions.
The constraint on a,b,c for existence of solutions is a-2b+c=0.

For any rhs that satisfies the constraint, there exits a one-dimensional linear manifold that
constitutes the solution set.

Simple example:

Let (a,b,c) = (-1,-1,-1). Then <{(1,-2,1)}> + (1,-1,0) is the solution set.
 
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  • #3


Yes, there can be other solutions for values of (a,b,c) other than the homogeneous one. This is because the system of equations is not fully determined and can have an infinite number of solutions. For example, if we let x=1, y=2, and z=3, then the equations become 123=a, 912=b, and 2367=c. These values of (a,b,c) satisfy the equations and are not the homogeneous solution of (0,0,0). In general, as long as the determinant of the matrix is not equal to 0, there will be other solutions for (a,b,c) in addition to the homogeneous solution. However, it is important to note that the solutions may not be unique and there may be an infinite number of solutions.
 

FAQ: Can Non-Homogeneous Linear Systems Have Multiple Solutions?

How do you solve a linear equation?

To solve a linear equation, you need to isolate the variable by performing the same operation on both sides of the equation until the variable is alone on one side. This can be done by using addition, subtraction, multiplication, and division.

What is the importance of finding solutions to linear equations?

Finding solutions to linear equations is important because it helps us solve real-world problems and make predictions. It also helps us understand relationships between different variables and make informed decisions.

What are the different methods for solving linear equations?

The most common methods for solving linear equations are substitution, elimination, and graphing. Other methods include using matrices and Gaussian elimination.

Can a linear equation have more than one solution?

Yes, a linear equation can have infinitely many solutions. This happens when the equation represents a line with a slope of zero, which means the line is horizontal and intersects the y-axis at every point.

How do you check if a given solution is correct for a linear equation?

To check if a given solution is correct for a linear equation, plug in the values of the variables into the equation and see if both sides are equal. If they are equal, then the solution is correct. Alternatively, you can also graph the equation and see if the solution falls on the line.

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