Linear Algebra: Identifying Parameters for Linear Dependence and Spanning

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Homework Help Overview

The discussion revolves around problems related to linear dependence and spanning in the context of linear algebra, specifically involving parameters in vector sets.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the conditions under which vectors are linearly dependent and span R^3, questioning the completeness of their answers and the methods used to derive them.

Discussion Status

Some participants have provided guidance on using definitions related to linear dependence and spanning, while others have raised questions about the validity of the original poster's answers and the methods employed to arrive at them. There is an ongoing exploration of the implications of specific parameter values.

Contextual Notes

Participants discuss the need to ensure that the derived values for parameters do not lead to trivial solutions in the context of linear dependence and spanning. There is an emphasis on the definitions and conditions that govern these concepts.

daniel_i_l
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I was doing some problems on linear dependence and spanning that had parameters and i wasn't sure how to tell if i got the full answers. Here're two of them:

Homework Statement


Q1: Find all values of m so that the vectors:
{(1-m,2,7),(0,-2-m,12),(0,0,-m)} are linearly dependent.

Q2: Find all values of k so that the vectors:
{(1,2,k),(0,1,k-1),(3,4,3)} span R^3.


Homework Equations


Q1: vectors are linearly dependent if and only if one of the vectors is a linear combination of the others

Q2: 3 vectors span R^3 if and only if they're linearly independent.


The Attempt at a Solution



For Q1 i got: m=0,-2,1
For Q2 i got: k != 1 - in other words, everything except 1.

Are those answers right? How can i make sure that those are the only ones?
Thanks.
 
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Are you using determinants?
 
daniel_i_l said:
I was doing some problems on linear dependence and spanning that had parameters and i wasn't sure how to tell if i got the full answers. Here're two of them:

Homework Statement


Q1: Find all values of m so that the vectors:
{(1-m,2,7),(0,-2-m,12),(0,0,-m)} are linearly dependent.
Use the definition of "linearly dependent", of course: there exist number A, B, C, not all 0, such that A(1-m, 2, 7)+ B(0,-2-m,12)+ C(0, 0, -m)= (0, 0, 0). That gives three equations: A(1-m)= 0, 2A+ B(-2-m)= 0, and 7A+ 12B- mC= 0. If, for example, m= 2 then the first equation is -2A= 0 so A= 0, the second equation is 2A- 4B= -4B= 0 so B= 0, and the third equation is 7A+ 12B- 2C= -2C= 0 so C= 0- ALL 0! For what values of m do you NOT get A= B= C= 0?

Q2: Find all values of k so that the vectors:
{(1,2,k),(0,1,k-1),(3,4,3)} span R^3.
Would it surprize you if I said "use the definition of "span"? A set of vectors spans R3 if some combination gives every vector in R3. That is, for any (x,y,z) there must be A, B, C, such that
A(1, 2, k)+ B(0, 1, k-1)+ C(3, 4, 3)= (x,y,z). That gives the three equations
A+ C= x, 2A+ B+ 3C= y, and kA+ (k-1)B+ 3C= z.

From the first equation, A= x- C so the second equation becomes 2(x- C)+ B+ 3C= 2x+ B+ C= y. Then B= y- 2x- C. Putting A= x- C and B= y- 2x- C into the third equation, k(x- C)+ (k-1)(y- 2x- C)+ 3C= (4- 2k)+ ky- y- 3kx+2x= z or (4- 2k)C= z-ky+ y+3kx-2x. Obviously, if you can solve that for C, then you can find A and B. "Find all values of K" so that the given vectors span R3 is the same as finding all values of k so that you CAN solve that equation for C. It's simpler to first find the values of k for which you cannot solve that equation for C.


Homework Equations


Q1: vectors are linearly dependent if and only if one of the vectors is a linear combination of the others

Q2: 3 vectors span R^3 if and only if they're linearly independent.


The Attempt at a Solution



For Q1 i got: m=0,-2,1
For Q2 i got: k != 1 - in other words, everything except 1.

Are those answers right? How can i make sure that those are the only ones?
Thanks.[/QUOTE]

Crud! I should have read the whole post before I wrote everything up! Yes, this is exactly correct. And you can be sure that those are the only ones because no other numbers make what I've said true.
 
Thanks for the help!
 

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