Is the subset of C([0,1]) with f(1/2) = 0 a subspace?

In summary, the conversation discusses the concept of a subspace of a function and whether a specific subset of continuous functions on the interval [0,1] is a subspace. The conversation involves discussing the properties of a subspace and providing examples to understand the concept better. Later, the conversation moves on to a different question about the intersection of two subspaces and how to prove that it is also a subspace. The conversation ends with a discussion on the correct approach to proving this statement.
  • #1
Alex6200
75
0
Subspace of a Function?!?

Homework Statement



{f [tex]\in[/tex] C([0, 1]): f(1/2) = 0}

Is this subset of C([0,1]) a subspace?

Homework Equations



C[0,1] be the set of all functions that are continuous on [0, 1].

(f + g)(x) = f(x) + g(x)

(af)(x) = a*f(x)

The Attempt at a Solution



Okay, so if f is in the subspace of C than any linear combination of functions in the set should also be in the set. I understand that f is just the set of all functions for which f(1/2) = 0, but how am I supposed to answer the question formally?

Intuitively I understand that you might have two functions in the set, like:

f(x) = x - 1/2

g(x) = x2 - 1/4

And I know that:

(f + g)(x) = x2 + x - 3/4

(f + g)(1/2) = 1/4 + 2/4 - 3/4

(f + g)(1/2) = 0

Showing that it is a subspace if I just use those two functions. But how do I generalize my results to include any functions that could be in the set?
 
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  • #2


Take any two functions f and g that are continuous on [0, 1]. It's given that f(1/2) = 0 = g(1/2). What about their sum? What willl (f + g)(1/2) be? What will a*f(1/2) be for any scalar a?
 
  • #3


Mark44 said:
Take any two functions f and g that are continuous on [0, 1]. It's given that f(1/2) = 0 = g(1/2). What about their sum? What willl (f + g)(1/2) be? What will a*f(1/2) be for any scalar a?

I definitely understand the logic of what you're saying. If f(1/2) and g(1/2) are both 0, then (f + g)(1/2) will also be zero.

But I don't know how to say it formally.
 
  • #4


Let's give the subset a name:
W = {f [itex]\in[/itex] C([0, 1]): f(1/2) = 0}

If f and g are in W, what does that mean, and what can you say about (f + g)?
If f is in W, what can you say about (af), where a is a constant?
 
  • #5


The way I did it was:

W = {(f in C[0, 1]): f(1/2) = 0}

f(x) and g(x) are in the subset W

if W is a subspace then h(1/2) = 0 for h(x) = a*f(x) + b*g(x)

h(1/2) = a*f(1/2) + b*g(1/2)
h(1/2) = a*0 + b*0
h(1/2) = 0

So W is a subspace.

--

Does that seem about right?
 
  • #6


That's nearly textbook perfect. All you missed is

[if W is a subspace then h(1/2) = 0 for h(x) = a*f(x) + b*g(x)

This is true, except that's not what you want to prove. What you should have written is the converse: If h(1/2)=0 for h(x) = a*f(x) + b*g(x), then W is a subspace.
 
  • #7


Thanks. Can I ask if I did another question correctly?

The question asks:

Show that if S and T are subspaces of a vector space V, then S [tex]\cap[/tex] T is also a subspace.

My Solution thus far

S [tex]\cap[/tex] T [tex]\subset[/tex] S and S is a subspace, so S [tex]\cap[/tex] T is also a subspace.

That almost seems too easy though, but it seems obvious that if a set is a subspace, then any part of that set must also be a subspace.
 
  • #8


The trouble is that not everything that belongs to a vector space (or subspace) is a subspace of that vector space (subspace). For example, R^2 with the usual rules for vector addition and scalar multiplication is a vector space, and the line x = 1 is in that space, but that line is not a subspace.

You have to show that if u and v are elements of S [tex]\bigcap[/tex] T, then u + v is in S [tex]\bigcap[/tex] T, and so is au, where a is any scalar (which is one way to show that 0 is in S [tex]\bigcap[/tex] T).
 
  • #9


Okay, here's how I approached the problem.

u is in S [tex]\cap[/tex] T
v is in S [tex]\cap[/tex] T
a, b are scalars

If S [tex]\cap[/tex] T is a subspace, then au + bv is in S [tex]\cap[/tex] T.
If au + bv is in S [tex]\cap[/tex] T, then au + bv is in both S and T.

au + bv is in S because S is a subspace and au + bv is in T because T is a subspace.

There S [tex]\cap[/tex] T is a subspace.

Does that seem about right?
 
  • #10


Alex6200 said:
Okay, here's how I approached the problem.

u is in S [tex]\cap[/tex] T
v is in S [tex]\cap[/tex] T
a, b are scalars

If S [tex]\cap[/tex] T is a subspace, then au + bv is in S [tex]\cap[/tex] T.
If au + bv is in S [tex]\cap[/tex] T, then au + bv is in both S and T.

au + bv is in S because S is a subspace and au + bv is in T because T is a subspace.

There S [tex]\cap[/tex] T is a subspace.

Does that seem about right?

You got your if statements backwards. While

If S [tex]\cap[/tex] T is a subspace, then au + bv is in S [tex]\cap[/tex] T.
If au + bv is in S [tex]\cap[/tex] T, then au + bv is in both S and T.

Is true, what you did is prove au+bv is in both S and T, so what you should write is


S [tex]\cap[/tex] T is a subspace only if au + bv is in S [tex]\cap[/tex] T.
au + bv is in S [tex]\cap[/tex] T, only ifau + bv is in both S and T.
 
  • #11


Alex6200 said:
Okay, here's how I approached the problem.

u is in S [tex]\cap[/tex] T
v is in S [tex]\cap[/tex] T
a, b are scalars

If S [tex]\cap[/tex] T is a subspace, then au + bv is in S [tex]\cap[/tex] T.
If au + bv is in S [tex]\cap[/tex] T, then au + bv is in both S and T.

au + bv is in S because S is a subspace and au + bv is in T because T is a subspace.

There S [tex]\cap[/tex] T is a subspace.

Does that seem about right?

To concur with Office_Shredder, but saying it a little differently, don't start off by saying "If <what you're trying to prove>". Instead, that should go at the end of your logical progression.

IOW,
if u in S [itex]\cap[/itex] T, v in S [itex]\cap[/itex] T, a, b are scalars, where S and T are subspaces of a vector space then <your argument here> ==> S [itex]\cap[/itex] T is a subspace.

Do you get what I'm saying?
 
  • #12


Yeah. This is like my 2nd or 3rd proof so admittedly I'm a little rusty on how to formally write out the proofs.
 

FAQ: Is the subset of C([0,1]) with f(1/2) = 0 a subspace?

What is a subspace of a function?

A subspace of a function is a set of elements that satisfy the properties of the original function. In other words, it is a subset of the domain and range of the function that still follows the same rules and operations as the original function.

How is a subspace of a function different from the original function?

A subspace of a function is a subset of the original function, meaning it can have fewer elements than the original. However, it still follows the same rules and operations as the original function and can be thought of as a smaller version of the original.

What are the properties of a subspace of a function?

A subspace of a function must satisfy three properties: 1) It must contain the zero element, 2) It must be closed under addition, and 3) It must be closed under scalar multiplication. These properties ensure that the subspace follows the same rules and operations as the original function.

How is a subspace of a function useful in mathematics?

Subspaces of functions are useful in mathematics because they allow us to study smaller, more manageable versions of larger functions. They also help us understand the properties and behaviors of the original function in a simpler context.

Can a subspace of a function be higher dimensional than the original function?

Yes, a subspace of a function can have a higher dimension than the original function. This means that the subspace can have more variables or dimensions, but it still follows the same rules and operations as the original function. For example, a subspace of a 3-dimensional function could have 4 or 5 dimensions.

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