Linear Independence of 3 Vectors in R^4

In summary, the conversation discusses the concept of linear independence and how to determine if three vectors in R^4 are linearly independent. The suggested method is to set up a system of equations and investigate the determinant, but it is also possible to determine linear independence by inspection.
  • #1
VinnyCee
489
0
LINEAR ALGEBRA: 3 vecotrs in R^4 (with 6 variables) -- Are they linearly independent?

For which values of the constants a, b, c, d, e, anf f are the following vectors linearly independent? Justify your answer.

[tex]\left[\begin{array}{c}a\\0\\0\\0\end{array}\right],\,\,\left[\begin{array}{c}b\\c\\0\\0\end{array}\right],\,\,\left[\begin{array}{c}d\\e\\f\\0\end{array}\right][/tex]

I figure that one would setup an equation:

[tex]x\,\left[\begin{array}{c}a\\0\\0\\0\end{array}\right]\,\,+\,\,y\,\left[\begin{array}{c}b\\c\\0\\0\end{array}\right]\,\,+\,\,z\,\left[\begin{array}{c}d\\e\\f\\0\end{array}\right]\,\,=\,\,\left[\begin{array}{c}0\\0\\0\\0\end{array}\right][/tex]

[tex]x\,a\,\,+\,\,y\,b\,\,+\,\,z\,d\,\,=\,\,0[/tex]
[tex]\,\,\,\,\,\,\,y\,c\,\,+\,\,x\,e\,\,=\,\,0[/tex]
[tex]\,\,\,\,\,\,\,\,\,\,\,\,\,\,z\,f\,\,=\,\,0[/tex]

How does one proceed?
 
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  • #2
You want to find a rule for when x, y, and z are all zero. Start with zf=0. When is z not zero?

Then you can take a look at your second equation, which should be yc + ze ;)
 
  • #3
Do you know how to solve a system of linear equations? I suggest you try investigating the determinant of the system. Further on, what is the definition of linear independence? What must x, y, and z equal?
 
  • #4
radou said:
I suggest you try investigating the determinant of the system.
I suggest you do not since it is not a system of 4 vectors in R^4 but 3, so there is no determinantal way to proceed, unless you wish to add a fourth arbitrary vector in that is not in the span of the first three. But that is unnecessarily complicated, although not particularyly hard. However if you can see how to do that then you can see the answer anyway. You can simply do it by inspection.
 

1. What is the definition of linear independence?

Linear independence is a property of a set of vectors in a vector space, where no vector in the set can be written as a linear combination of the other vectors in the set.

2. How can you determine if 3 vectors in R^4 are linearly independent?

To determine if 3 vectors in R^4 are linearly independent, you can set up a system of equations with the coefficients of the vectors as variables and solve for the variables. If the only solution is when all the variables are equal to 0, then the vectors are linearly independent.

3. Can 3 vectors in R^4 be linearly independent if they are all in the same plane?

No, 3 vectors in R^4 cannot be linearly independent if they are all in the same plane. This is because in a 4-dimensional space, 3 vectors that are all in the same plane cannot span the entire space.

4. What is the geometric interpretation of linear independence?

The geometric interpretation of linear independence is that the vectors in a set are not redundant and each vector adds a new dimension to the span of the set.

5. How does linear independence relate to the determinant of a matrix?

The determinant of a matrix can be used to determine if a set of vectors is linearly independent. If the determinant is equal to 0, then the vectors are linearly dependent. If the determinant is not equal to 0, then the vectors are linearly independent.

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