Row Reduction Question: Independent w1 or w2? Answer Revealed!

In summary, we are trying to determine if w1 and w2 are linearly independent of the group v1, v2, and v3. This can be done by checking if w1 and w2 belong to the span of v1, v2, and v3. If w1 is in the span, it is not independent and if it is not in the span, it is independent. Similarly, if w2 is in the span, it is not independent and if it is not in the span, it is independent. The answer in the book is that w2 is independent and w1 is not. This can be verified by solving for the constants in the equation w1 = c1*v1 + c2
  • #1
transgalactic
1,395
0
which one of w1 or w2 linear independent of the v groupr??
i got to the situation that each one of them could be independant and the other not
??
the answer in the book is that w2 is independent and the other is not
[tex]
v_1=\begin{bmatrix}
1\\
1\\
-2\\
1
\end{bmatrix}
v_2=\begin{bmatrix}
3\\
0\\
4\\
-1
\end{bmatrix}
v_3=\begin{bmatrix}
-1\\
2\\
5\\
2
\end{bmatrix}
w_1=\begin{bmatrix}
8\\
-10\\
18\\
-14
\end{bmatrix}
w_2=\begin{bmatrix}
3\\
4\\
1\\
1
\end{bmatrix}
[/tex]
http://img147.imageshack.us/img147/8002/64728417.th.gif
 
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  • #2
did solved it correctly?
 
  • #3
You shouldn't need to ask whether you solved it correctly, since it's easy enough to check.

Your problem boils down to two questions:
  1. Does w1 belong to the span of v1, v2, and v3? In other words, are there constants c1, c2, and c3 such that w1 = c1*v1 + c2*v2 + c3*v3? If you get a solution for the constants, w1 is in Span({v1, v2, v3, w1}), and so cannot be independent of them. If you don't get a solution, w1 isn't in Span({v1, v2, v3, w1}), and so must be independent of them.
  2. Does w2 belong to the span of v1, v2, and v3? Same as above.
 

Related to Row Reduction Question: Independent w1 or w2? Answer Revealed!

1. What is row reduction?

Row reduction is a mathematical process where a matrix is manipulated to transform it into a simpler form, with the goal of solving a system of linear equations.

2. Why is row reduction important in science?

Row reduction is important in science because it allows us to solve complex systems of equations that arise in many scientific fields, such as physics, engineering, and economics.

3. What is the difference between independent w1 or w2 in row reduction?

In row reduction, independent w1 or w2 refers to the variables in a matrix that do not depend on each other. In other words, changing the value of one variable will not affect the value of the other variable.

4. How do you determine if w1 or w2 is independent in row reduction?

To determine if w1 or w2 is independent in row reduction, you can perform row reduction on the matrix and observe the resulting reduced row echelon form. If the variables w1 and w2 appear in separate columns, then they are independent.

5. Can row reduction be applied to any type of matrix?

Yes, row reduction can be applied to any type of matrix as long as it is a square matrix (same number of rows and columns) and has a non-zero determinant. However, not all matrices will have unique solutions after row reduction.

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