Express as a linear combination

In summary, the given set of vectors v1= [1, -3], v2= [2, -8], v3= [ -3, 7] spans R2 but does not form a basis. There are two ways to express [1,1] as a linear combination of these vectors. The first is v3=v1+v2, and the second is 10v1-3v2+v3. While the first solution is unique, the second is one of an infinite number of solutions due to the linear dependence of the vectors.
  • #1
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Homework Statement


The vectors v1= [1, -3], v2= [2, -8], v3= [ -3, 7] span R2 but do not form a basis. Find 2 different ways to express [1, 1] as a linear combination of v1, v2, v3.




The Attempt at a Solution



Since it states that the set is not a basis, then v3=v1+v2. I solved the system v1+v2=[1,1] and got 5v1-2v2=[1,1]. The second answer the book gives is 10v1-3v2+v3. How did they get the second answer?
 
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  • #2
If you solve c1*v1+c2*v2=[1,1] you get a unique solution since [v1,v2] are a basis. To get the second answer you solve c1*v1+c2*v2+c3*v3=[1,1]. Since [v1,v2,v3] are linearly dependent, and hence are not a basis, you get an infinite number of solutions. The books answer is only one of them.
 

1. How do you express a vector as a linear combination?

To express a vector as a linear combination, you need to find the scalar coefficients that can be multiplied to each vector component to get the desired vector.

2. What is the purpose of expressing a vector as a linear combination?

The purpose of expressing a vector as a linear combination is to break down a complex vector into simpler components that can be easily manipulated and analyzed.

3. Can any vector be expressed as a linear combination?

Yes, any vector in a vector space can be expressed as a linear combination of a set of basis vectors.

4. How do you determine the scalar coefficients in a linear combination?

The scalar coefficients in a linear combination can be determined by solving a system of linear equations, where each equation represents the relationship between the vector components and the desired vector.

5. What is the significance of finding a unique set of scalar coefficients in a linear combination?

The unique set of scalar coefficients in a linear combination represents the unique representation of a vector in terms of a given set of basis vectors. This is useful in various applications, such as solving systems of equations and performing vector operations.

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