Solving Linear Combinations: (1,2,3)

In summary, the conversation discusses writing the vector (1,2,3) as a linear combination of the vectors (1,0,1), (1,0,-1), and (0,1,1). The correct solution is to substitute in appropriate coefficients for C1, C2, and C3 in front of the original equation. It is also mentioned that any linearly independent set of vectors can be used to describe a space.
  • #1
Precursor
222
0
Homework Statement
Write the vector (1,2,3) as a linear combination of the vectors (1,0,1), (1,0,-1), and (0,1,1).

The attempt at a solution
(1,2,3) = C1(1,0,1) + C2(1,0,-1) + C3(0,1,1)

The matrix for this is:

[tex]1...1...0...1[/tex]
[tex]0...0...1...2[/tex]
[tex]1...-1...1...3[/tex]

I reduced it to the following:

[tex]1...0...0...1[/tex]
[tex]0...1...0...0[/tex]
[tex]0...0...1...2[/tex]

Therefore, (1,2,3) is a linear combination of the vectors (1,0,1), (1,0,-1), and (0,1,1). Am I right?
 
Last edited:
Physics news on Phys.org
  • #2
Easy check:

[tex]\mbox{Does }\left( \begin{array}{c} 1 \\ 2 \\ 3 \end{array}\right) = \textbf{1}\, \left( \begin{array}{c}1 \\ 0 \\ 1 \end{array}\right) + \, \textbf{0}\, \left( \begin{array}{c}1 \\ 0 \\ -1 \end{array}\right) + \, \textbf{2}\, \left( \begin{array}{c}0 \\ 1 \\ 1 \end{array}\right) \, ?[/tex]​


You made an arithmedic error reducing the augmented matrix, try again...
 
Last edited:
  • #3
Do you even need that middle vector...?
 
  • #4
benorin said:
You made an arithmetic error reducing the augmented matrix, try again...
Looks right to me.
 
  • #5
Precursor said:
Homework Statement
Write the vector (1,2,3) as a linear combination of the vectors (1,0,1), (1,0,-1), and (0,1,1).

...

Therefore, (1,2,3) is a linear combination of the vectors (1,0,1), (1,0,-1), and (0,1,1). Am I right?
Yes, it's a linear combination of those vectors, but you should explicitly write out what that linear combination is because that's what the problem asked for.
 
  • #6
Ok, so all I need to do is substitute in C1, C2, and C3 in front of the appropriate vectors in the original equation?
 
  • #7
Yes. And as benorin mentioned, it's very easy to check.
 
  • #8
One idea conveyed here is that one may use any linearly independent set of vectors to describe a space. Cartesian (sic?) coordinates use the standard basis vectors so that the (x,y,z) style coordinate (1,2,3) is a linear combination of the vectors (1,0,0), (0,1,0), and (0,0,1). Namely,

(1,2,3) = 1*(1,0,0) + 2*(0,1,0) + 3* (0,0,1)​

But, other than their linear independence, these are not special. If you have studied linear independence, deter if the 3 vectors used in the problem match this requirement. They needn't even be boring, stick-arrow vectors, polar, cylindrical, spherical coordinates also work.
 

FAQ: Solving Linear Combinations: (1,2,3)

1. What is a linear combination?

A linear combination is a mathematical operation in which two or more quantities are multiplied by constants and then added together. In simpler terms, it is a way of combining numbers or variables using addition and multiplication.

2. How do I solve a linear combination?

To solve a linear combination, you need to first identify the variables and constants involved. Then, use the rules of addition and multiplication to simplify the expression. Finally, solve for the unknown variable using basic algebraic techniques.

3. Why is solving linear combinations important?

Solving linear combinations is important in a variety of fields such as physics, engineering, economics, and statistics. It helps us model real-world situations and make predictions based on the relationships between different variables.

4. Can I solve a linear combination without using algebra?

No, algebra is necessary to solve linear combinations. It provides a systematic way of manipulating equations and finding solutions using rules and principles that have been proven to work.

5. Is there a specific order in which I should solve a linear combination?

Yes, you should always follow the order of operations (PEMDAS) when solving a linear combination. This means simplifying any parentheses, exponents, multiplication and division, and finally addition and subtraction.

Similar threads

Back
Top