Spanning Sets in R3: Determine Vectors

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SUMMARY

The discussion focuses on determining whether the vectors v1=(3,1,4), v2=(2,-3,5), v3=(5,-2,9), and v4=(1,4,-1) span R3. The method involves constructing an augmented matrix from the vectors and applying row reduction techniques. If the row-reduced form results in three nonzero rows, the vectors span R3; otherwise, they do not. The conversation emphasizes the importance of understanding augmented matrices and row operations in vector space analysis.

PREREQUISITES
  • Understanding of vector spaces and spanning sets
  • Familiarity with augmented matrices
  • Knowledge of row reduction techniques
  • Basic linear algebra concepts, including determinants
NEXT STEPS
  • Learn about row echelon form and reduced row echelon form in linear algebra
  • Study the concept of linear independence and dependence of vectors
  • Explore the application of determinants in determining vector span
  • Investigate the implications of spanning sets in higher-dimensional spaces
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Students learning linear algebra, educators teaching vector spaces, and anyone interested in understanding the properties of vectors in R3.

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Homework Statement



Determine whether the given vectors span R3:
v1=(3,1,4) v2=(2,-3,5) v3=(5,-2,9) v4=(1,4,-1)


Homework Equations



I need to show that an arbitrary point in R3 can be written as:

(b1,b2,b3)=k1(3,1,4)+k2(2,-3,5)+k3(5,-2,9)+k4(1,4,-1)


The Attempt at a Solution



I know that when you have 3 different vectors and have to work out if they span R3 you can write the coefficient matrix and find out if the determinant of that matrix is equal to zero or not.

Therefore I know that:

3k1 + 2k2 + 5k3 + k4 = b1
k1 + (-3)k2 + (-2)k3 + 4k4 = b2
4k1 + 5k2 + 9k3 + (-1)k4 = b3

Since this augmented matrix is 3x4 I can't use the determinant method I used before (unless I use a long-winded method of working out if 3 vectors span at a time).

I apologise if this is quite basic I am only just learning about vector spaces!
 
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If you're familiar with the term augmented matrix, then maybe you're familiar with the idea of reducing a matrix using row operations. If so, row reduce the augmented matrix. If you end up with three nonzero rows, the vectors span R3. If you end up with fewer than three nonzero rows, the vectors don't span R3.
 
Yeah that works, thanks!
 

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