How check for subspaces in Linear Algebra?

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SUMMARY

The discussion centers on determining whether the set of vectors in the form (2x + 3y, x, 0, -x + 2y) constitutes a subspace of R^4. It is established that the set is closed under vector addition and scalar multiplication, confirming it as a subspace. The basis for this subspace can be expressed as the linear combination of the vectors (2, 1, 0, -1) and (3, 0, 0, 2), indicating that both vectors together form a basis for the subspace.

PREREQUISITES
  • Understanding of vector spaces and subspaces in Linear Algebra
  • Knowledge of vector addition and scalar multiplication
  • Familiarity with the concept of a basis in vector spaces
  • Ability to perform algebraic manipulations with vectors
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  • Study the properties of vector spaces and subspaces in Linear Algebra
  • Learn how to determine the basis of a vector space using linear combinations
  • Explore the concept of closure under addition and scalar multiplication in depth
  • Practice problems involving subspaces in R^n for better understanding
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Students and educators in Linear Algebra, mathematicians interested in vector space theory, and anyone looking to deepen their understanding of subspaces and their properties.

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Homework Statement



consider R^4. Let V be the set of vectors in the form ( 2x+3y, x, 0 , -x+2x) is this a subspace

of R^4 and why? find a basis if it's possible

Homework Equations





The Attempt at a Solution



I know that the set must work under scalar multiplication and vector addition but i am confused here because of the variables. how do you actually test that? do you just choose random values for x and y?

for the second part, i know that a basis could be found if it's a subspace but i am not sure how to find it?
 
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IF you believe 'closure' of addition and scalar multiplication is false, yes, you could look for values of x and y which make the statement untrue. That is, look for a "counter-example".

However, if it is really a subspace, closure of addition and scalar multiplication must be true for all x and no matter examples you tried, that would never prove it true for all.

Instead use algebraic theorems to show the set is closed under addition and scalar multiplication. For this paraticular example, two "generic" members of the set would be of the form (2x+ 3y, x, 0, -x+ 2y) and (2x'+ 3y', x', 0, -x'+ 2y'). The sum of those is ((2x+ 3y)+(2x'+ 3y'), x+ x', 0+ 0, (-x+ 2y)+ (-x'+ 2y'))= (2(x+x')+ 3(y+ y'), x+x', 0, -(x+ x')+ 2(y+ y')). Do you see that this is in the same subset? It must be of the form (2x"+ 3y", x", 0, -x"+ 2y"). What are x" and y" in this case?

To see that it is closed under scalar multiplication, take a general member of the set, (2x+ 3y, x, 0, -x+ 2y) and multiply by the scalar "r":
(r(2x+ 3y), rx, r0, r(-x+ 2y))= (2(rx)+ 3(ry), rx, 0, -(rx)+ 2(ry)).
Again, do you see that is of the form (2x"+ 3y", x", 0, -x"+ 2y")? What are x" and y" here?

To find a basis, note that any member of this set is of the form (2x+ 3y, x, 0, -x+ 2y)= (2x, x, 0, -x)+ (3y, 0, 0, 2y)= x(2, 1, 0, -1)+ y(3, 0, 0, 2).
 
Thanks for your reply, but i am still confused? what to do you mean when you ask " What are x" and y" in this case". So let me get this straight, when you prove it the way you did, as long as the form doesn't change then that means it's a subset. For the basis, are both of those columns form one basis or do each one form a single basis?
 

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