Two sets generate the same vector space

In summary, the sets {a,b} and {a, b, a-b} of real vectors generate the same vector space. This can be shown by proving that any vector taken from one set also lies in the other set. This is done by using the expression c1*a+c2*b+c3*(a-b)=(c1+c3)*a+(c2-c3)*b=k1*a+k2*b and showing that any vector generated by a and b is also in the set {a, b, a-b}. Similarly, it can be shown that any vector in {a, b, a-b} can also be written as a combination of a and b, thus proving that the two sets generate the same vector space
  • #1
Suvadip
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Show that the sets \(\displaystyle \{a,b\}\) and \(\displaystyle \{a, b, a-b\}\) of real vectors generate the same vector space.

How to proceed with it? I guess the following expression is helpful.

\(\displaystyle c1*a+c2*b+c3*(a-b)=(c1+c3)*a+(c2-c3)*b=k1*a+k2*b\)
 
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  • #2
suvadip said:
Show that the sets \(\displaystyle \{a,b\}\) and \(\displaystyle \{a, b, a-b\}\) of real vectors generate the same vector space.

How to proceed with it? I guess the following expression is helpful.

\(\displaystyle c1*a+c2*b+c3*(a-b)=(c1+c3)*a+(c2-c3)*b=k1*a+k2*b\)

Hi suvadip, :)

You have to show any vector taken from $<a,\,b>$ lies in $<a,\,b,\,a-b>$ and vice versa. If you take any vector $v\in <a,\,b>$ it is clear that $x\in <a,\,b,\,a-b>$ since every vector generated by $a$ and $b$ is in $<a,\,b,\,a-b>$. Conversely if you take any vector $v\in<a,\,b,\,a-b>$ then $v=k_1 a+k_2 b+k_3 (a-b)=(k_1+k_3)a+b(k_2-k_3)\in <a,\,b>$. Therefore, $<a,\,b>=<a,\,b,\,a-b>$.
 

FAQ: Two sets generate the same vector space

What does it mean for two sets to generate the same vector space?

When two sets of vectors are said to generate the same vector space, it means that both sets contain enough vectors to span the entire vector space and any vector in that space can be written as a linear combination of the vectors in either set.

How can you determine if two sets generate the same vector space?

To determine if two sets generate the same vector space, you can check if any vector in one set can be written as a linear combination of the vectors in the other set. If this is true, then the two sets generate the same vector space.

Can two sets with different numbers of vectors generate the same vector space?

Yes, it is possible for two sets with different numbers of vectors to generate the same vector space. As long as the vectors in each set can span the entire vector space and any vector in that space can be written as a linear combination of the vectors in either set, the two sets will generate the same vector space.

What is the importance of two sets generating the same vector space?

If two sets generate the same vector space, it means that they contain the same information and can be used interchangeably in calculations. This allows for more flexibility in choosing which set of vectors to work with.

What are some real-world applications of two sets generating the same vector space?

The concept of two sets generating the same vector space is used in various fields such as computer graphics, engineering, and physics. It allows for efficient and accurate calculations, as well as the ability to represent and manipulate complex systems.

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