Span question with Restrictions

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Homework Help Overview

The problem involves determining conditions on the variables a, b, c, and d such that the vector [a b c d] is in the span of two given vectors in a vector space. The discussion centers around linear combinations and the relationships between these variables.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss setting up equations based on the linear combination of the given vectors. There are attempts to express variables in terms of others, and questions arise about the correctness of these setups and substitutions.

Discussion Status

Some participants have offered guidance on substituting variables to derive conditions on a, b, c, and d. There is an exploration of different forms of the equations, and while some participants express uncertainty about specific relationships, others assert that certain equations provide necessary and sufficient conditions for the span.

Contextual Notes

There is mention of the linear independence of the vectors and the implications for the zero vector, as well as the need for clarity on the original question being asked.

jberg074
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Homework Statement



Let U be the span of
[ 0 ] [ 2 ]
[ 1 ] and [ 0 ]
[ 2 ] [ -1]
[ 4 ] [ 1 ]

Give conditions on a, b, c and d so that [a b c d] (transposed) is in U (as in, give restrictions that are equations of only a, b, c and d.

Homework Equations


The Attempt at a Solution



I've set up the problem to set the two given vectors multiplied by scalar x and y, yielding four equations:
2y = a,
x = b,
2x - y = c, and
4x + y = d.

Is this the right first step to take? After that, I take x or b as a free variable, and try to rewrite the other equations in terms of b, yielding:

2y = a, b = b, 2b - y = c, and 4b + y = d.

After this, however, I am stuck. Any pointers? Did I set up the problem the right way?

Edit: I also know that [a b c d] must be a linear combination of the two given vectors if it is in the span. However, if it is a linearly independent set, the trivial zero vector could be matched with [a b c d], although I am pretty sure the answer isn't that simple.
 
Last edited:
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Hi jberg074! :smile:

You also know that 2y=a, so y=\frac{a}{2}. Substitute that into the equations

2b - y = c
4b + y = d.

and you'll find your conditions on a,b,c and d.
 
Is the answer as simple as this?
a=6b-c
b=b
c=2b-a/2
d=4b+a/2
 
jberg074 said:
Is the answer as simple as this?
a=6b-c
b=b
c=2b-a/2
d=4b+a/2

I'm not sure where you got the a=6b-c, actually. But the two last equations are what you need. These give necessary and sufficient conditions for something to be in the span. In general, the span is given by

\{(a,b,2b-a/2,4b+a/2)~\vert~a,b\in \mathbb{R}\}
 
\{(a,b,2b-a/2,4b+a/2)~\vert~a,b\in \mathbb{R}\}[/QUOTE]

I used other questions to eliminate variables and to try and get a in terms of the other. However, in the text above, shouldn't "a" be replaced by "a/2"?
 
jberg074 said:
\{(a,b,2b-a/2,4b+a/2)~\vert~a,b\in \mathbb{R}\}

I used other questions to eliminate variables and to try and get a in terms of the other. However, in the text above, shouldn't "a" be replaced by "a/2"?[/QUOTE]

No, we have concluded that

a=a
b=b
c=2b-a/2
d=4b+a/2

So, we will have

(a,b,c,d)=(a,b,2b-a/2,4b+a/2)
 
Ah, I understand now. I wasn't exactly sure what the question was asking for at first; thank you very much for the help!
 

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