Determining Basis and Coordinates in Two-Dimensional Space

  • Thread starter Thread starter winston2020
  • Start date Start date
  • Tags Tags
    2d Space Vectors
Click For Summary
SUMMARY

The discussion centers on determining whether the vectors V1 = (1, 2) and V2 = (3, 5) form a basis for two-dimensional space and finding the coordinates of the vector V = (8, 7) relative to this basis. The vectors are confirmed to be independent, thus forming a basis. The coordinates of V relative to the basis are derived from the equation V = aV1 + bV2, leading to the correct solution of a = -19/5 and b = -38/25 after solving the system of equations.

PREREQUISITES
  • Understanding of vector independence and collinearity
  • Familiarity with solving systems of linear equations
  • Knowledge of coordinate representation in vector spaces
  • Basic grasp of linear combinations of vectors
NEXT STEPS
  • Study the concept of vector independence in linear algebra
  • Learn techniques for solving systems of linear equations, including substitution and elimination methods
  • Explore the geometric interpretation of vector bases in two-dimensional space
  • Investigate applications of linear combinations in various mathematical contexts
USEFUL FOR

Students and educators in mathematics, particularly those focusing on linear algebra, vector spaces, and systems of equations.

winston2020
Messages
35
Reaction score
0
Question: Determine whether the following sets of vectors form bases for two-dimensional space. If a set forms a basis, determine the coordinates of V = (8, 7) relative to this base.

a) V1 = (1, 2), V2 = (3, 5).


On the first part of the question, I'm a little foggy on how I go about doing it.. I think I have to figure out if they're collinear right? And if they're not, then they can be used to define any other vector in two-dimensional space... is that right?

And so, if that's the case (I believe that they are not collinear), then how do I determine the coordinates of V = (8, 7)? Is it simply a matter of determining the end point of V relative to the base of V1, and V2 with the tails together?
 
Physics news on Phys.org
In this case the problem is indeed whether or not they are collinear, but more generally the problem is to figure out whether they are independent. As for finding the coordinates of V relative to that basis, what do coordinates mean? The coordinates are two numbers a and b such that

V=aV1+bV2

But if you write this out, it is just a system of two equations in two unknowns, which you should be able to solve.
 
DeadWolfe said:
In this case the problem is indeed whether or not they are collinear, but more generally the problem is to figure out whether they are independent. As for finding the coordinates of V relative to that basis, what do coordinates mean? The coordinates are two numbers a and b such that

V=aV1+bV2

But if you write this out, it is just a system of two equations in two unknowns, which you should be able to solve.

Thank you. Given what you said, this is what I did:

V = aV1 + bV2
(8, 7) = a(1, 2) + b(3, 5)

Therefore:
8 = a + 3b
7 = 2a + 5b

After solving: a = -(19 / 5), and b = -(38 / 25).

The answer in the book simply says "Yes. (-19, 9)" Can anyone tell me what I'm missing, what I've done wrong here (maybe I just solved a, and b wrong...)?
 
You solved the system wrong. Try substituting a = 8 - 3b into the second equation.
 
Vid said:
You solved the system wrong. Try substituting a = 8 - 3b into the second equation.

:redface: Thanks. The first time I tried substituting b = (7-2(-19/5))/5 into a = 8 - 3b... I just screwed up the fractions. It's all good now though. Thanks everyone :smile:
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
4
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 9 ·
Replies
9
Views
4K
Replies
34
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 15 ·
Replies
15
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 17 ·
Replies
17
Views
4K