Linear Independence of vectors question

Click For Summary

Homework Help Overview

The discussion revolves around the linear independence of vectors A, B, and C, and how to express coefficients a_i in terms of their scalar products. The original poster is tasked with demonstrating how these coefficients can be computed given that the vectors are not linearly independent.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to apply the dot product to the equation involving the vectors but expresses confusion about the next steps. Some participants suggest forming a system of equations from the scalar products and choosing arbitrary values for the coefficients to simplify the problem.

Discussion Status

Participants are actively engaging with the problem, offering guidance on manipulating the equations derived from the dot products. There is an exploration of different approaches to isolate coefficients, but no consensus has been reached on a single method or solution path.

Contextual Notes

The original poster indicates uncertainty about the wording of the question and the process of taking dot products, which may affect their understanding of the problem. There is also mention of the complexity of the resulting equations when attempting to solve for the coefficients.

bossman007
Messages
60
Reaction score
0

Homework Statement



Suppose that A, B and C are not linearly independent. Then show how the a_i can be computed, up to a common factor, from the scalar products of these vectors with each other

Homework Equations



a_1A + a_2B + a_3C = 0

a_1=a_2=a_3=0

Hint - Suppose that there are non-zero values of the a_i's that satisfy
a_1A + a_2B + a_3C = 0. Then, taking the dot product of both sides of this equation with A will yield a set of equations that can be solved for the a_i's

The Attempt at a Solution



a_1AA + a_2BA + a_3CA=0

no idea where to go from here, I took the dot product of both sides but confused from the wording of the question what my next step should be, or If I did my dot product right
 
Physics news on Phys.org
Do the same with B and C. The scalar product are numbers, so you have a system of equations for the three unknown parameters. As the vectors are not independent, one of the parameter can be chosen arbitrary. Solve the system of equations for the other two coefficients.

ehild
 
Thank you for your reply. you're saying arbitrarily choose a value? If so, I chose a_1=1

from that, my set of equations looks like, after moving the AA , AB and AC to the other side of the equation i get this:

a_2AB + a_3AC = -AA
a_2BB + a_3BC = -AB
a_2BC + a_3CC = -AC

**any vector combination above is a dot product, I just didnt know how to latex code it***

I went on to try substitution to solve for a_2, but the result was messy and didnt seem like I was on the right track. Am I on the right track?
 
It will not be that messy. Multiply the first equation with BC, the second equation with AC. Subtract them. a3 cancels and you can isolate a2.

ehild
 

Similar threads

Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K