Solving a linear system of equations

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SUMMARY

The discussion centers on determining whether the vectors u1 = (1,0,-1), u2 = (1,1,1), and u3 = (3,1,-1) span R^3. The user initially attempts to find a linear combination that equals (1,0,0) but concludes incorrectly that the vectors do not span R^3 due to arriving at the equation 1 = 0. However, the correct approach involves checking for linear independence by solving the equation c_1 (1,0,-1)^T + c_2 (1,1,1) + c_3 (3,1,-1) = 0. The vectors span R^3 if the only solution is c_1 = c_2 = c_3 = 0, confirming their linear independence.

PREREQUISITES
  • Understanding of linear combinations and vector spaces
  • Familiarity with R^3 and its properties
  • Knowledge of linear independence and dependence
  • Ability to solve systems of linear equations
NEXT STEPS
  • Study the concept of linear independence in vector spaces
  • Learn how to use the rank-nullity theorem in R^3
  • Explore methods for solving systems of linear equations, such as Gaussian elimination
  • Investigate the geometric interpretation of spanning sets in R^3
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Students studying linear algebra, educators teaching vector spaces, and anyone interested in understanding the properties of vectors in R^3.

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Span of vectors in R3

Homework Statement


u1 = (1,0,-1)
u2 = (1,1,1)
u3 = (3,1,-1)
Determine whether the vectors span R^3.


Homework Equations





The Attempt at a Solution


I know how to determine if the vectors span R^3(or maybe i dont). In this case checking if I can find a linear combo for (1,0,0)

Step 1:
1 = a + b + 3c
0 = 0 + b + c
0 = -a + b - c

Step 2:
b = -c

Step 3:
1 = a - c + 3c
1 = a + 2c

Step 4:
a = b -c
a = -2c

Step 5:
1 = (-2c) + 2c
1 = 0

Now with 1 = 0, I would think that the linear system of equations cannot be solved.

**Solving this problem with my graphing calculator I get the same answer, however my book states that these three vectors do indeed span R^3. Why is that?
 
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You are looking for whether or not linear combinations of the vectors equal each other. So

c_1 (1,0,-1)^T + c_2 (1,1,1) + c_3 (3,1,-1) = 0

Can you find any solution to that other than c_1=c_2=c_3=0? If not the vectors are linearly independent, and you have one condition of span down. What is the other?
 

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