LinAlg - Due today (Linear independence)

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SUMMARY

The vectors A=[-2, -7, -1], B=[-2, -4, -3], and C=[0, 6, -4] are determined to be linearly dependent. A non-trivial linear relation can be established by solving the equation aA + bB + cC = 0, leading to the first equation -2a - 2b = 0. Substituting a = -b into the remaining equations will yield multiple solutions, confirming their linear dependence.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically linear independence and dependence.
  • Familiarity with vector representation in matrix form.
  • Knowledge of solving systems of linear equations.
  • Basic skills in manipulating algebraic expressions.
NEXT STEPS
  • Study methods for determining linear independence using the rank of a matrix.
  • Learn about the implications of linear dependence in vector spaces.
  • Explore techniques for solving systems of linear equations, such as Gaussian elimination.
  • Investigate the geometric interpretation of linear dependence and independence in R^n.
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Students and educators in linear algebra, mathematicians, and anyone involved in vector analysis or related fields will benefit from this discussion.

eiktmywib
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Homework Statement


A=[-2
-7
-1]

B=[-2
-4
-3]

C=[0
6
-4]

Determine whether or not the three vectors listed above are linearly independent or linearly dependent.
I have determined that they are linearly DEPENDENT.

If they are linearly dependent, determine a non-trivial linear relation - (a non-trivial relation is three numbers which are not all three zero.) otherwise, if the vectors are linearly independent, enter 0's for the coefficients, since that relationship always holds.


Homework Equations


none, sorry

The Attempt at a Solution


I have put the vectors into a matrix and solved it... but then I got something strange, and everytime I do it... I always get different answers. I have determined that they are linearly dependent though.
 
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please help... I have no idea what to do =(
 
You want to solve aA+bB+cC=0. If you equate the components you get three equations in the three unknowns. The first one is -2a-2b=0. What are the others? If you know they are linearly dependent you should expect to get lots of solutions. Your first one says a=-b. I would substitute that into the other equations.
 

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