Find k for Linear Combination of (2,3,5), (3,7,8), (1,-6,1)

In summary, the conversation discusses finding values of k for which the vector u is a linear combination of given vectors in the vector space V=ℝ^3. The process involves creating an augmented matrix and solving for the values of λ_1, λ_2, and λ_3 in terms of k. If the fourth column of the augmented matrix has a nonzero expression involving k, the system is inconsistent. If the expression involving k is equal to zero, the system is consistent. The correct solution for all values of k is "all real numbers."
  • #1
Telemachus
835
30

Homework Statement


Let [tex]V=\mathbb(R)^3[/tex]. Find all values of k for which the vector u is a linear combination of the vectors given below:

[tex]v_1=(2,3,5)[/tex]; [tex]v_2=(3,7,8)[/tex]; [tex]v_3=(1,-6,1)[/tex] y [tex]u=(7,-2,k)[/tex]

[tex]\begin{Bmatrix}{ 2\lambda_1+3\lambda_2+\lambda_3=7} \\3\lambda_1+7\lambda_2-6\lambda_3=-2 \\5\lambda_1+8\lambda_2+\lambda_3=k \end{matrix}[/tex]

[tex]\begin{bmatrix}{2}&{3}&{1}&{7}\\{3}&{7}&{-6}&{-2}\\{5}&{8}&{3}&{k}\end{bmatrix}\rightarrow{
\begin{bmatrix}{2}&{3}&{1}&{7}\\{0}&{5/2}&{-15/2}&{-25/2}\\{0}&{1/2}&{1/2}&{k-35/2}\end{bmatrix}}\rightarrow{
\begin{bmatrix}{2}&{3}&{1}&{7}\\{0}&{5}&{-15}&{-25}\\{0}&{0}&{32}&{k-35}\end{bmatrix}}[/tex][tex]\begin{bmatrix}{2}&{3}&{1}&{7}\\{0}&{1}&{-3}&{-5}\\{0}&{0}&{3}&{k-30}\end{bmatrix}\rightarrow{\begin{bmatrix}{2}&{3}&{0}&{\displaystyle\frac{-k}{3}+10}\\{0}&{1}&{0}&{k-35}\\{0}&{0}&{3}&{k-30}\end{bmatrix}}\rightarrow{\begin{bmatrix}{2}&{0}&{0}&{\displaystyle\frac{-10}{3}k+115}\\{0}&{1}&{0}&{k-35}\\{0}&{0}&{1}&{k/3-10}\end{bmatrix}}\rightarrow{\begin{bmatrix}{1}&{0}&{0}&{\displaystyle\frac{-5}{3}k+115/2}\\{0}&{1}&{0}&{k-35}\\{0}&{0}&{1}&{k/3-10}\end{bmatrix}}[/tex]

[tex]\begin{Bmatrix}{ \lambda_1=\displaystyle\frac{-5}{3}k+\displaystyle\frac{115}{2}} \\ \lambda_2=k-35 \\ \lambda_3=\displaystyle\frac{k}{3}-10 \end{matrix}[/tex]

Is that right?
 
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  • #2
You seem to have made a mistake in the second step.
 
  • #3
Oh shhhhhhh... ok. Anyway. What does it mean when I got this kind of solution in terms of vectorial spaces? I mean, when its undetermined. And if I get an incompatible solution, what would it mean?

Bye and thanks.
 
  • #4
Your matrix is really an augmented matrix, with the first three columns being the three given vectors, and the fourth column being the vector u. If you end up with a row whose first three entries are 0 and the fourth is an some expression involving k, the system is inconsistent if the expression involving k is nonzero. The system is consistent if and only if the expression involving k is equal to zero.
 
  • #5
And if your initial work had been correct, that would mean for any value of k you could find a linear combination that would work, so your answer should have been "all real numbers."
 
  • #6
Thanks Mark and vela.
 

FAQ: Find k for Linear Combination of (2,3,5), (3,7,8), (1,-6,1)

What is a linear combination?

A linear combination is a mathematical operation where two or more numbers or variables are multiplied by different coefficients and then added together.

How do you find k for a linear combination?

To find k for a linear combination, you need to set up a system of equations using the given vectors. Then, you can use Gaussian elimination or other methods to solve for the value of k.

Can you explain the process for finding k in a linear combination?

The process for finding k in a linear combination involves setting up a system of equations using the given vectors, using Gaussian elimination or other methods to solve for the variables, and then using the solutions to determine the value of k.

What is the purpose of finding k in a linear combination?

The purpose of finding k in a linear combination is to determine the unique combination of the given vectors that will result in a specific vector when multiplied by k and added together. This is useful in solving systems of equations and representing complex mathematical relationships.

Can you give an example of finding k in a linear combination?

For the vectors (2,3,5), (3,7,8), and (1,-6,1), we can set up the following system of equations:
2x + 3y + z = k
3x + 7y + 8z = k
x - 6y + z = k
Using Gaussian elimination, we can solve for x, y, and z, which gives us the values of k as (-1, 4, 6). This means that the linear combination of these vectors, multiplied by (-1, 4, 6) and added together, will result in the vector (k, k, k).

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