Test for subspace (is 1 condition sufficient?)

In summary, if you want to determine whether a vector is an subspace of a given space, it is not enough to simply show that the vector is closed under addition or scalar multiplication.
  • #1
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Homework Statement



U= { (x1, x2, x3, x4) | x1 x3 ≥ -5 }


The Attempt at a Solution



Let x = (1,2,3,4) and y = (1,2,3,4)

x+ y = (2,4,6,8)

x1x3 = 2x6 = 12

12 >-5 so closure by addition is fulfilled.

I've been hearing contradicting information-some state that any 1 test of the 3 is a sufficient condition.

Should I perform the closure by scalar multiplication, it can be easily shown that U is not a subspace of R4. Is there a less tedious way to determine that a vector is not an subspace?
 
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  • #2
It's not enough to show that U is closed under addition, or that U is closed under scalar multiplication, because the empty set is closed under both of these operations.

The statement that U is closed under addition means that for all x,y in U, x+y is in U. You have only proved that there exist x,y in U such that x+y is in U.

In general, when you prove a "for all x" statement, the proof should almost always begin with a "let x be arbitrary" statement. Then you prove that x has the desired property.
 
  • #3
In general if a statement says "all of these are true", then to show that the statement is false you need only show a single counter example.

Here, if the condition is that x1 and x3 be greater than or equal to -5, you need only show that -10(-2, 1, -2, 1)= (-20, 10, -20, 10). (-2, 1, -2, 1) has x1= x3= -2> -5 but (-20,10, -20, 10) has x1= x3< -5.

Another counter example, is (-3, 1, -3, 1)+ (-4, 1, -4, 1)= (-7, 2, -7, 2). You use a counter-example- am example to show that the conditions are NOT satisfied. Not, as you have here, an example in which the conditions are satisfied.
 
  • #4
HallsofIvy said:
In general if a statement says "all of these are true", then to show that the statement is false you need only show a single counter example.

Here, if the condition is that x1 and x3 be greater than or equal to -5, you need only show that -10(-2, 1, -2, 1)= (-20, 10, -20, 10). (-2, 1, -2, 1) has x1= x3= -2> -5 but (-20,10, -20, 10) has x1= x3< -5.

Another counter example, is (-3, 1, -3, 1)+ (-4, 1, -4, 1)= (-7, 2, -7, 2). You use a counter-example- am example to show that the conditions are NOT satisfied. Not, as you have here, an example in which the conditions are satisfied.


Got it.

In effect, if the question puts forth a universal proposition, all I do need to do to to demonstrate one counter example to falsify the suggested proposition.
 
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  • #5
Just to be clear, you can disprove a general statement by finding a single counterexample, but no number of examples are sufficient to prove a general statement. The only exception is if you list every possible situation that the general statement represents and show that the statement is true for every one of them.
 
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  • #6
Mark44 said:
Just to be clear, you can disprove a general statement by finding a single counterexample, but no number of examples are sufficient to prove a general statement. The only exception is if you list every possible situation that the general statement represents and show that the statement is true for every one of them.

Very logical.
 

FAQ: Test for subspace (is 1 condition sufficient?)

What is a subspace?

A subspace is a subset of a vector space that satisfies the properties of a vector space. This means that it must be closed under addition and scalar multiplication, and must contain the zero vector.

How do you test if a set is a subspace?

To test if a set is a subspace, you must check if it satisfies the three properties of a vector space: closure under addition, closure under scalar multiplication, and containing the zero vector. If these conditions are met, then the set is a subspace.

Is one condition sufficient to determine if a set is a subspace?

No, one condition is not sufficient to determine if a set is a subspace. All three properties must be satisfied in order for a set to be considered a subspace.

What happens if one condition is not satisfied?

If one condition is not satisfied, then the set is not a subspace. It is important to check all three conditions in order to determine if a set is a subspace or not.

Can you give an example of a set that satisfies two conditions but not the third?

Yes, an example of a set that satisfies two conditions but not the third is the set of all even numbers. This set satisfies closure under addition and contains the zero vector, but it does not satisfy closure under scalar multiplication since multiplying an even number by a non-integer scalar can result in an odd number.

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