(linear algebra) union of subspaces

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Homework Help Overview

The discussion revolves around the properties of subspaces in linear algebra, specifically focusing on the union of two subspaces U and V in R_3 defined by linear equations. The original poster seeks to demonstrate that the union of these subspaces is not a subspace.

Discussion Character

  • Conceptual clarification, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants explore the definitions and visualizations of the subspaces U and V, questioning the meaning of union in this context. There are attempts to combine the conditions defining U and V and to verify properties of the union.

Discussion Status

Some participants have provided clarifications regarding the concept of union and its implications for subspaces. There is ongoing exploration of whether the sum of arbitrary vectors in the union satisfies the necessary conditions for being a subspace. The discussion remains open with no explicit consensus reached.

Contextual Notes

Participants are grappling with the definitions of union and subspace, and there is mention of testing specific vectors to determine if they belong to the union. The original poster expresses confusion about the requirements for the union to be considered a subspace.

dlevanchuk
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Eh, kind of stuck on this question. I need some suggestions on how to tackle the problem..

Homework Statement


Let U and V be the subspaces of R_3 defined by:

U = {x: aT * x = 0} and V = {x: bT * x = 0} (T means transpose)

where

a = [1; 1; 0] and b = [0; 1; -1]

Demonstrate that the union of U and V is not a subspace of R_3..

Homework Equations


See Above


The Attempt at a Solution


Should I just combine U and V, into something like UuV = {x: aT * x = b*T * x = 0}, since both equations equal to 0, just kind of combine them together..

any tips? am I on the right track?
 
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describe / visualize what the subspace U is first. Then describe/visualize what V is. finally, what is U union V? It will be obvious after you do this.
 
Describing U:
U: aT *x = [1 1 0]*[x1;x2;x3] = x1+x2 = 0

Describing V:
V: bT *x = [0 1 -1]*[x1;x2;x3] = x2-x3 = 0

union of U and V {x: x1+x2=x2-x3=0}

after moving around x's i get
union of U and V {x: x1+x3 = 0}

But as i test this subspace (zero vector, sum of two arbitrary vectors and scalar multiplication) , the union of U and V passes all of the tests...

I have a feeling that I am doing something wrong when I am adding two arbitrary vectors:
u = [-1; 1; 1] and v = [-2; 2; 2] (both vectors are in subspace of U and V).
when i add them i get u+v = [-3; 3; 3], which satisfies the x1+x3=0 equation, so it passed that test..

am I wrong? :( tired of banging my head against the table!
 
coupla things wrong here:

-you're confused as to what 'union' means. union means 'in V OR U'. not ' V AND U'.

-sum of 2 arbitrary vectors
its supposed to be the sum of any 2 vectors is also inside. not just the random 2 that you happen to pick.this is what i meant by 'describing' earlier:

U is the set of all vectors perpendicular to a. (dot product=0)
V is the set of all vectors perpendicular to b.U union V is the set of all vectors perpendicular to either a or b. now, can you find 2 vectors in [U union V] whose sum is not in [U union V]?
 
Eh, i still don't get it..

So the sum of two arbitrary vectors will need to satisfy either U or V in order to have the new "U union V" to be considered subspace??
 
Last edited:
What geometric shapes do the equations x1+x2=0 and x2-x3=0 describe?
 

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