Linear Combination of B: Express v as tb(one) + pb(two)

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In summary, the homework statement is that B={(1, -1, 2, 5) , (2,-3,-1,6) } is a basis of H. Express v as a linear combination of b(one) and b(two). The Attempt at a Solution is that v=tb(one) + pb(two) where t, p are parameters. Do i need to solve for t and p? If so, how?
  • #1
Hurricane3
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Homework Statement


We know that B = { (1, -1, 2, 5) , (2,-3,-1,6) } is a basis of H.

Express v as a linear combination of b(one) and b(two)

Where
v = (0,2,-6,8)
b(one) = (1,-1,2,5)
b(two) = (2,-3,-1,6)


Homework Equations





The Attempt at a Solution



is it just

v = tb(one) + pb(two)

where t , p are parameters
?
Do i need to solve for t and p?
 
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  • #2
The second part of the question is:
Fine the co-ordinate vector [v] of v relative to the basis B

and I don't have a clue how to do this. Do i need to kno what's the linear transformation?
 
  • #3
For the first part of the equation, you do the algebra!
You want t(1, -1, 2, 5)+ p(2, -3, -1, 6)= (0,2,-6,8) . That is,
(2p- t, -t-3p, 2t- p, 5t+ 6p)= (0, 2, -6, 8). Solve for t and p.

That is, of course, 4 equations for 2 values, p and t. The given basis vectors span a 2 dimensional subspace of R4. IF the given (0, 2, -6, 8) is in that subspace then this problem will have an answer.

The "coordinate vector of v relative to the basis B" is just the vector with those two numbers (p, t).
 
  • #4
Yea I've tried solving for the variables p and t, and it doesn't work out. When I try solving it by augmented coefficient matrix and reducing it to row echelon form, I get a row of zeros and then a number ( [ 0 0 | # ] )
Then i tried solving it using the TI-83+, and I get an "Invalid Dim" error
 
  • #5
Yes, if you have copied the numbers correctly, then the problem is that v is not in the subspace, H, spanned by the two given basis vectors! The four equations you get trying to "fit" it in are t+ 2p= 0, -t- 3p= 2, 2t-p= -6, 5t+ 6p= 8.
From the first, t= -2p. Then the second becomes 2p- 3p= -p= 2 so p= -2 and then t= 4. Putting that into the third equation, 2t-p= 8+ 2= 10, not -6. Are you sure you haven't lost a sign somewhere? If that third equation were 2t+ p= 6 or -2t- p= -6, then it would work.
 

FAQ: Linear Combination of B: Express v as tb(one) + pb(two)

What is a linear combination?

A linear combination is a mathematical operation that involves multiplying each element in a set of numbers by a constant factor and then adding them together. It is commonly used in linear algebra to represent a combination of vectors or variables.

What does "Express v as tb(one) + pb(two)" mean?

This notation represents a linear combination of two vectors, b(one) and b(two), with coefficients t and p respectively. This means that v can be written as a sum of the two vectors, each multiplied by their respective coefficients.

Why do we use linear combinations?

Linear combinations are used to represent relationships between vectors or variables in a concise and organized manner. They also allow for easier manipulation and calculation.

How do you calculate a linear combination?

To calculate a linear combination, you first need to determine the coefficients for each vector. Then, multiply each vector by its respective coefficient and finally, add the resulting products together.

Can a linear combination have more than two vectors?

Yes, a linear combination can have any number of vectors. The formula remains the same, where each vector is multiplied by its corresponding coefficient and then added together.

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