Can Linear Algebra Prove Vector Dependencies and Transformations?

Now consider the matrix whose columns are the five vectors in R4. This matrix is a 4x5 matrix, and since there are more columns than rows, there must be a nontrivial linear combination of the columns that gives the zero vector. This linear combination corresponds to the real numbers c1, ..., c5 in R4, and by setting c4=0 and c5=-c1-c2-c3, we have that c1x1+c2x2+c3x3=0 and c1+c2+c3+c4+c5=0, as desired.For question 2)Assume that x1, x2, x3 are linearly dependent. This means that there are real numbers
  • #1
mafquestion
1
0
1) prove that for any five vectors (x1, ..., x5) in R3 there exist real numbers (c1, ..., c5), not all zero, so that BOTH

c1x1+c2x2+c3x3+c4x4+c5x5=0 AND c1+c2+c3+c4+c5=0

2)Let T:R5-->R5 be a linear transformation and x1, x2 & x3 be three non-zero vectors in R5 so that
T(x1)=x1
T(x2)=x1+x2
T(x3)=x2+x3

prove that {x1, x2, x3} are three linearly independent vectors.

any help would be greatly appreciated, thank you!
 
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  • #2
I've thought up a proof for the first one but it might be too complicated. I'll try to think of a simpler one if somebody else doesn't.

As for the second, assume that you have a linear combination of the three equal to zero. Map it under the matrix and see if something cool happens. Then see if it happens again. There's probably a contradiction with the assumptions in there somewhere ;)
 
  • #3
For question 1)

Extend a vector in R3 to one in R4 by adding a 1 in the fourth entry.
 
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Related to Can Linear Algebra Prove Vector Dependencies and Transformations?

1. What is linear algebra?

Linear algebra is a branch of mathematics that deals with systems of linear equations and their properties. It involves studying vector spaces, linear transformations, and matrices.

2. What are linear algebra proofs?

Linear algebra proofs are mathematical arguments that use logical reasoning to show that a certain statement or theorem in linear algebra is true. They involve manipulating equations and matrices to demonstrate the validity of the statement.

3. Why are linear algebra proofs important?

Linear algebra proofs are important because they help to establish the foundations and principles of linear algebra. They also allow us to understand and apply concepts in more advanced branches of mathematics and other fields, such as physics and computer science.

4. What are some common techniques used in linear algebra proofs?

Some common techniques used in linear algebra proofs include matrix operations, properties of vector spaces, and the use of mathematical induction. Other techniques may vary depending on the specific problem or theorem being proved.

5. How can I improve my skills in writing linear algebra proofs?

To improve your skills in writing linear algebra proofs, it is important to have a strong understanding of the fundamental concepts and properties in linear algebra. Practice is also key, so solving a variety of problems and studying different proof techniques can help improve your skills. It may also be helpful to seek out resources such as textbooks, online tutorials, or working with a tutor or study group.

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