Linear Algebra-Subspace Functions

In summary, the student is trying to find a zero vector in a vector space, but is having difficulty understanding the concept. He asks for help and the instructor provides a summary of the content.
  • #36
I give up. Thanks for the help
 
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  • #37
FinalStand said:
I know that
What does "that" refer to? Do you mean that you already knew that F(ℝ) is defined that way? If so, why have you still not realized that the zero vector is a function?

I suspect that there's also something lacking in your understanding of the concept of "function". Do you know e.g. what it takes for two functions to be equal? What do they have to have in common to be equal?

FinalStand said:
but for f(x)=f(-x) can't we just add the x of the opposite sign then it givesyou 0?
I don't even know what this means. What is f? Are you saying that this holds for all f in F(ℝ)? Are you saying that there exists an f in F(ℝ) such that this holds? Is f some specific member of F(ℝ), and you're saying that this holds for that f? What do you mean by "add the x of the opposite sign"? What do you mean by "gives you 0"? What 0? The number or the vector?

FinalStand said:
And no I did not buy the textbook because I never needed textbooks for math..well until maybe now.
You obviously need to rethink that strategy. It can't possibly work for very long.
 
  • #38
Could it be (f+(-f))(x)=0 then f(-x)+ (-f(-x))=0? Can you guys tell me what the answer is so maybe I can work it out?
 
  • #39
FinalStand said:
Could it be (f+(-f))(x)=0 then f(-x)+ (-f(-x))=0? Can you guys tell me what the answer is so maybe I can work it out?
You seem to be fixated on this relatively minor point. What you appear to be doing is making random manipulations of this formula that describes which functions are in the set, without understanding what things are actually in the set. For example, is f(x) = x2 + x + 1/2 in W?

Any function in the set must satisfy f(x) = f(-x), but that is only a characteristic of the members of the set, and is not the definition of any of them.
 
  • #40
no that is not in the set...for example 1 would not work. You guys kept on repeating the same thing and I do not understand that thing. I don't know any thing and I have no idea what thing you are talking about either. I think I need to go drop this course or drop myself down a building and suicide.
 
  • #41
And it does not touch the x-axis therefore it will not work. But I still don't see the point of this. I think the examples and the definitions are irrelevant. So what if it says x+y=x then why do we still need to proof that it is in f(x)=f(-x) ? of course there is an x that f(x+y=x) = f(-x+y=-x) what is the point on giong over the definitions? And what's the point of proofing this? I think it is all rubbish. i gave up on math I will change my major then. Screw myself with a million screw drivers.
 
  • #42
FinalStand said:
no that is not in the set
Are you referring to my example of f(x) = x2 + x + 1/2? Why isn't it in the set? Show me your thinking.
FinalStand said:
...for example 1 would not work.
Actually, g(x) = 1 IS in set W.
FinalStand said:
You guys kept on repeating the same thing and I do not understand that thing. I don't know any thing and I have no idea what thing you are talking about either. I think I need to go drop this course or drop myself down a building and suicide.

FinalStand said:
And it does not touch the x-axis therefore it will not work.
What does this have to do with anything? There is no requirement that an arbitrary member of set W has to touch the x-axis.
FinalStand said:
But I still don't see the point of this. I think the examples and the definitions are irrelevant. So what if it says x+y=x then why do we still need to proof that it is in f(x)=f(-x) ? of course there is an x that f(x+y=x) = f(-x+y=-x) what is the point on giong over the definitions? And what's the point of proofing this? I think it is all rubbish. i gave up on math I will change my major then. Screw myself with a million screw drivers.
 
  • #43
Dropping the class is probably the best course of action for you, based on your obvious lack of interest in the course.
 
  • #44
Believe it or not I do have a good mark in it. But what is the zero vector? I know that x+y=x. But for f(x)=f(-x) what is a zero vector for this? f(x)+g(x)=f(-x)? so g(x)=0? or does the value x in g(x) is 0? How is 1 in f(x)=f(-x) when your example is : x^2 + x + 1/2? f(1)=2.5 and f(-1)=0.5? clearly f(x)!=f(-x)? Do we have to prove this by induction or what?

In this thing which one is the vector the funciton itself or the value x? x^2+1 is not in the space I know that since f(x)=f(-x) for all x, but 0+1=1 which is not 0. Now, I love math, but these proofs are useless and worthless. I rather die than drop this course actually. But I probably end up being depressed and jump off a building.

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  • #45
Mark44 said:
Are you referring to my example of f(x) = x2 + x + 1/2? Why isn't it in the set? Show me your thinking.
Actually, g(x) = 1 IS in set W.


What does this have to do with anything? There is no requirement that an arbitrary member of set W has to touch the x-axis.

Where the hell did you get g(x)!? are you freaken blind? or mentally retarded like me? This is stupid.
 
  • #46
f(-x) = 0 = -f(x) = f(-x)??
 
  • #47
If I define the function ##f(x) = x^2 +1##, then does this satisfy ##f(x) = f(-x)## for all ##x##??

If I define the function ##f(x) = x^2 + x +1##, then does this satisfy ##f(x)=f(-x)## for all ##x##?
 
  • #48
WHy does that matter!? Why are we looking at examples? no the second one does not satisfy all x. it is not a vectorspace at all. :). But how does this matter? I want ot know how to proof that whether 0 is in the space or not.

So (f+0)(x)=f(x)+0(x)=f(x)=f(-x) work?
 
  • #49
FinalStand said:
WHy does that matter!? Why are we looking at examples? no the second one does not satisfy all x. it is not a vectorspace at all. :). But how does this matter? I want ot know how to proof that whether 0 is in the space or not.

So (f+0)(x)=f(x)+0(x)=f(x)=f(-x) work?

No, it doesn't work.

I'm doing examples to get you familiar with the space you're working in.

We are looking for a function ##f## such that ##f+g=g## for all functions ##g##. So ##f(x) + g(x) = g(x)## for all ##g## and ##x##. What function ##f## satisfies this?
 
  • #50
0(x)?
 
  • #51
Indeed, so we have the function ##f(x)=0## for all ##x##. Does this function satisfy ##f(x)=f(-x)##?
 
  • #52
yes. f(x)+0(x) = f(-x) + 0(x)?
 
  • #53
FinalStand said:
yes. f(x)+0(x) = f(-x) + 0(x)?
You don't seem very certain. micromass's question was this:

If f(x) = 0 for all real x, is f(-x) = f(x) for all real x? There is no addition involved.
 
  • #54
FinalStand said:
yes. f(x)+0(x) = f(-x) + 0(x)?
When f is defined by f(x)=0 for all x in ℝ, as in micromass's post, then yes, we have f(x)=f(-x) for all x. So the equality in the quote above holds. But I'm not sure how the conversation drifted into this.

You seem to understand that there's an f in F(ℝ) such that f+g=g+f=g for all g in F(ℝ). You also seem to understand that an f in F(ℝ) such that f+g=g+f=g for all g in F(ℝ) is the zero vector of F(ℝ). You seem to understand that the f in F(ℝ) defined by f(x)=0 for all x in ℝ has this property. But you still don't seem to have realized that this specific f is the zero vector.

In other words, the f defined by f(x)=0 for all x in ℝ, is the zero vector of F(ℝ), and can therefore be denoted by 0.

Now all you have to do to find out if this specific f is in W, is to determine if f(x)=f(-x) for all x in ℝ.
 
  • #55
I thought f(x) was the vector ? So do I have to say f(x) = 0 is the zero vector and belongs to the subspace since f(x)=f(-x)? I am not exactly sure how to answer this question. How is f a vector? I am so confused, this is so different from what we learned before I took this course. It is more abstract than I like it to be.
 
  • #56
FinalStand said:
...what is the point on giong over the definitions? And what's the point of proofing this? I think it is all rubbish.
Linear algebra is along with the basics of calculus the most important topic in mathematics. It's used extensively in all sorts of applications of mathematics from quantum mechanics to computer graphics. It's also used in other areas of mathematics. It's a foundation on which many other things are built.

I would define Linear algebra as the subset of the mathematics of linear maps between vector spaces that can be dealt with without using point-set topology (limits of sequences, continuity of functions, etc.) (An equally reasonable but slightly different definition is that it's the mathematics of linear maps between finite-dimensional vector spaces). If you don't know how to check if a given set with an addition operation and a scalar multiplication operation is a vector space, then you will find everything else in linear algebra and its applications very hard or impossible to understand.

So this is as far from being pointless/rubbish/useless/worthless as anything in mathematics can get.
 
  • #57
i was frustrated sorry about that
 
  • #58
So my last response what do you have to say in the answer? DO you just have to say the zero vector is in f(x)=f(-x) as f(x)=0? I just don't know how to shwo your work? As I am not good with showing every step, like you said you have to say "for all x" or w.e. I lost all my marks on communications in Calculus as well because I am nto good at stating variables and working with them.
 
  • #59
FinalStand said:
I thought f(x) was the vector ? So do I have to say f(x) = 0 is the zero vector and belongs to the subspace since f(x)=f(-x)? I am not exactly sure how to answer this question. How is f a vector? I am so confused, this is so different from what we learned before I took this course. It is more abstract than I like it to be.
f(x) is not a vector, it's a number in the range of the function f, which is a vector. f is called a vector because it's a member of a vector space.

You really need to include the words "for all" where it's appropriate. Note e.g. that when I wrote f(x)=f(-x) at the end of post #54, I made it clear that I was talking about a specific f (the zero vector) and all x. If I had only written "f(x)=f(-x)", that wouldn't have been clear.

The exact statement "f(x)=0 is the zero vector" doesn't really make sense, but I know what you mean. This is a good way to say it: "The function ##f:\mathbb R\to\mathbb R## defined by f(x)=0 for all x in ℝ, is the zero vector of F(ℝ)". It's also OK to just say that the zero vector of F(ℝ) is the function that takes every real number to 0.

To prove that this function is the zero vector, you must pick a notation for it, for example f, and then show that this f satisfies f+g=g for all g in F(ℝ). This is how you do that: Let g be an arbitrary member of F(ℝ). Since f and g both have the domain ℝ, so does f+g. For all x in ℝ, we have (f+g)(x)=f(x)+g(x)=0+g(x)=g(x). This implies that f+g=g.

To prove that this f is in W, all you have to do is to prove that for all x in ℝ, we have f(x)=f(-x). This is how you do that: Let f be the zero vector of F(ℝ). For all x in ℝ, we have f(x)=0=f(-x).

Since it's standard to denote the zero vector of any vector space by 0, I think it's also fine to simplify that last proof to this: For all x in ℝ, we have 0(x)=0=0(-x). This does however look a bit weird, since the first and the last 0 denote the zero vector while the one in the middle denotes the number 0.

Yes, this is pretty abstract. But things will get a lot more abstract as you study more math. This is only the beginning. You just have to get used to it.
 
  • #60
Ok, I was confused on what you guys meant by "vector" I thought the entire f(x) is considered a vector. and when it comes to the zero vector I was confused on whether the "f(x)" is the vector or the (x), so I was completely off. If this continues I think I am going to kill my brain, maybe I need to go take the lectures to make these easier.
 
  • #61
You probably just need to pay more attention to the definitions, be more careful with your statements, and do more exercises. Getting a copy of the textbook would probably be a good start. :smile:
 
  • #62
I have always been lazy to the "statements", never thought they were really important, unless it is the conclusion other than that the answer is pretty obvious. In calculus questions for integrals and derivative questions like rate of change and etc. I never put Let x be that so I almost always lost marks on that. Because with all the assigning variables sometimes confuses me on what they mean and confused them with the important variables. I am still thinking in a concrete way so I just go by formula. I really need to get used to this because I am taking a course that has a lot of Proofing next. and my english isn't as good either :P
 
<h2>1. What is a subspace in linear algebra?</h2><p>A subspace in linear algebra is a subset of a vector space that satisfies all the properties of a vector space. This means that it is closed under addition and scalar multiplication, contains the zero vector, and is closed under linear combinations. It is essentially a smaller vector space within a larger vector space.</p><h2>2. How do you determine if a set is a subspace?</h2><p>To determine if a set is a subspace, you need to check if it satisfies the three properties of a vector space: closure under addition, closure under scalar multiplication, and contains the zero vector. If all three properties are satisfied, then the set is a subspace.</p><h2>3. What is the difference between a subspace and a span?</h2><p>A subspace is a subset of a vector space that satisfies all the properties of a vector space, while a span is the set of all possible linear combinations of a given set of vectors. In other words, a subspace is a subset of a vector space, while a span is a set of vectors.</p><h2>4. Can a subspace be empty?</h2><p>No, a subspace cannot be empty. It must contain at least the zero vector, as one of the properties of a subspace is that it contains the zero vector. If a set does not contain the zero vector, it cannot be a subspace.</p><h2>5. How is linear independence related to subspaces?</h2><p>Linear independence is a property of vectors in a vector space. If a set of vectors is linearly independent, it means that none of the vectors can be written as a linear combination of the other vectors in the set. This is important in determining if a set of vectors can form a basis for a subspace.</p>

1. What is a subspace in linear algebra?

A subspace in linear algebra is a subset of a vector space that satisfies all the properties of a vector space. This means that it is closed under addition and scalar multiplication, contains the zero vector, and is closed under linear combinations. It is essentially a smaller vector space within a larger vector space.

2. How do you determine if a set is a subspace?

To determine if a set is a subspace, you need to check if it satisfies the three properties of a vector space: closure under addition, closure under scalar multiplication, and contains the zero vector. If all three properties are satisfied, then the set is a subspace.

3. What is the difference between a subspace and a span?

A subspace is a subset of a vector space that satisfies all the properties of a vector space, while a span is the set of all possible linear combinations of a given set of vectors. In other words, a subspace is a subset of a vector space, while a span is a set of vectors.

4. Can a subspace be empty?

No, a subspace cannot be empty. It must contain at least the zero vector, as one of the properties of a subspace is that it contains the zero vector. If a set does not contain the zero vector, it cannot be a subspace.

5. How is linear independence related to subspaces?

Linear independence is a property of vectors in a vector space. If a set of vectors is linearly independent, it means that none of the vectors can be written as a linear combination of the other vectors in the set. This is important in determining if a set of vectors can form a basis for a subspace.

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