Verifying if Vector b is in Span of Vectors v1 and v2

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Homework Help Overview

The discussion revolves around determining whether vector b is in the span of vectors v1 and v2. The vectors are defined as v1=(1,4,0,-1), v2=(2,7,-2,-3), and b=(-1,-1,7,4). Participants are analyzing the implications of row reduction on the augmented matrix formed by these vectors.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss setting up an augmented matrix to explore the relationship between the vectors. There are attempts to perform row reduction and check for solutions. Questions arise regarding specific row operations and their correctness.

Discussion Status

Some participants acknowledge the general result regarding the negative outcome of the span check, while others express concerns about specific numerical steps in the row reduction process. There is an exploration of the definition of span and the conditions under which b can be expressed as a linear combination of v1 and v2.

Contextual Notes

Participants are working within the constraints of homework rules, focusing on reasoning and verification rather than providing direct solutions. There is an emphasis on checking assumptions and the accuracy of mathematical operations involved in the row reduction process.

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Homework Statement



is vector b in the span of vectors v1,v2? Give reasons.



Homework Equations





The Attempt at a Solution



v1=(1,4,0,-1)

v2=(2,7,-2,-3)

b= (-1,-1,7,4)

set up in matrix

(v1,v2| b)

and after row reduction I have

(1,0,0,0),(2,-1,0,0)|(-1,3,6,6)

matrix has no sltn

since 0x + 0y = 6

therefore b does not span v1 ,v2.

my row reduction steps are..

R4= R4+R1
R2=R2-4R1


R4=R4+R2
R3=R3+R1


...


is this right?
 
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The general result (negative) is correct. However, I get a different result numerically. Specifically, R3 = R3 + R1 seems wrong because that gives you 1 n the first column of R3, which you do not want.
 
voko said:
The general result (negative) is correct. However, I get a different result numerically. Specifically, R3 = R3 + R1 seems wrong because that gives you 1 n the first column of R3, which you do not want.

ohh thanks I did not see that.
 
A more fundamental resolution is that a vector, b, is in the span of vectors v1 and v2 if and only if there exist scalars, a and b, such that b= av1+ bv2 (that's the definition of 'span').

That is, there must exist a and b such that a(1, 4, 0, -1)+ b(2, 7, -2, -3)= (a+ 2b, 4a+ 7b, -2b, -a- 3b)= (-1, -1, 7, 4) so that we must have
a+ 2b= -1
4a+7b= -1
-2b= 7
-a- 3b= 4.

Of course, what you are doing is using the 'augented' matrix to try to solve those equations. But in this simple case, you can recognize that the third equation, -2b= 7 gives b= -7/2 and so the fourth equation becoms -a+ 21/2= 4 so that a= 21/2- 4= (21- 8)/2= 13/2. Now put those values of x and y into the first and second equations to see if they satisfy them: a+ 2b= -1 becomes 13/2+ (-14/2)= -1/2, NOT -1 so we can stop.
 

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