Linear Algebra: Identifying Parameters for Linear Dependence and Spanning

In summary, the values of m for the vectors to be linearly dependent are m=0,-2,1 and the values of k for the vectors to span R^3 are k != 1, or everything except 1.
  • #1
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 dependant.

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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  • #2
Are you using determinants?
 
  • #3
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 dependant.
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.
 
  • #4
Thanks for the help!
 

FAQ: Linear Algebra: Identifying Parameters for Linear Dependence and Spanning

What is a parameter in linear algebra?

A parameter in linear algebra is a variable that represents a value or characteristic of a mathematical object, such as a vector or matrix. It is often denoted by a letter, such as x or y, and can take on different values to represent different scenarios or solutions.

How are parameters used in linear algebra?

Parameters are used in linear algebra to represent unknown quantities or to generalize a problem. They can be manipulated and solved for to find specific solutions or to analyze the behavior of a system. Parameters are also used in the definition of linear transformations and in the solution of systems of linear equations.

What is the difference between a parameter and a variable in linear algebra?

In linear algebra, a parameter is a specific type of variable that represents a value or characteristic of a mathematical object, while a variable can represent any quantity or value. Parameters are often used to generalize a problem or to represent unknown quantities, while variables are used to represent known quantities or values.

Can parameters be negative in linear algebra?

Yes, parameters can be negative in linear algebra. In fact, they can take on any real value, both positive and negative. The sign of a parameter will often affect the behavior or solution of a system, so it is important to consider both positive and negative values when working with parameters.

How do parameters affect the solution of a linear system?

Parameters can greatly affect the solution of a linear system. Depending on the values of the parameters, a system may have no solution, a unique solution, or infinitely many solutions. Parameters can also be used to find specific solutions or to analyze the behavior of a system as the parameters vary. In many cases, adjusting the values of parameters can lead to a more efficient or accurate solution to a problem.

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