Question involving annihilators and solution spaces

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In summary, the question asks to show that the solution space of W intersected with U is a subspace of the solution space of (W + the annihilator of U). The left hand side of the question asks for a proof that this is the case, and the proof is completed once the conditions for inclusion are satisfied.
  • #1
britatuni
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I was hoping to get help on a question that has been bugging me, I goes like this:

V is a vector space with a dual space V* and U is a subspace of V and W a subspace of V*

The question ask to show that:
'the solution space of W intersected with U' is a subspace of 'the solution space of (W + the annihilator of U)'.


Now, looking at the left hand side I see that an element, 'x', within U must be satisfy f(x)=0 for all functions, 'f', within W.
I realize that the above is barely a start on the question at all. But after looking at eh definitions I just don't see where I am expected to go next.

Please Help!
 
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  • #2
Hello britatuni! I'm not familiar with your definitions of solution space and annihilator. Can you write them for me? English is not my native language and I think I know what is being asked, but I cannot be sure until the terms are defined. :D

Cheers!
 
  • #3
Hi, sorry for the late response since I was on holiday without internet.

I have the solution space of W defined as the set of elements (v) in V that satisfy the condition that f(v) = 0 for every function f in the dual space of W.
And the annihilator is defined as the set of functions (g) in V*such that g(u) = 0 for every element u in the subspace U.
 
  • #4
britatuni said:
I was hoping to get help on a question that has been bugging me, I goes like this:

V is a vector space with a dual space V* and U is a subspace of V and W a subspace of V*

The question ask to show that:
'the solution space of W intersected with U' is a subspace of 'the solution space of (W + the annihilator of U)'.


Now, looking at the left hand side I see that an element, 'x', within U must be satisfy f(x)=0 for all functions, 'f', within W.
I realize that the above is barely a start on the question at all. But after looking at eh definitions I just don't see where I am expected to go next.
So it appears that "the solution space of $W\,$" is what I would call the pre-annihilator of $W$, namely the space $W_{\perp} \stackrel {\text{def}}{=} \{x\in X : f(x) = 0\ \forall f\in W\}$. You are asked to show that $W_{\perp} \cap U \subseteq \bigl(W + U^{\perp}\bigr)_{\perp}$ (where $U^{\perp}\stackrel {\text{def}}{=} \{f\in W : f(u)=0\ \forall u\in U\}$ is the annihilator of $U$).

Let $x\in W_{\perp} \cap U$. You correctly say that this implies $f(x) = 0$ for all $f$ in $W$. You are asked to show that $f(x) = 0$ for all $f$ in $W + U^{\perp}$. An element of $W + U^{\perp}$ is by definition the sum of an element in $W$ and an element in $U^{\perp}$. Show that both those elements of $V^*$ must vanish at $x$, and you have completed the proof.

[I think that this problem belongs to linear algebra rather than analysis, so I have transferred it to the Linear and Abstract Algebra section.]
 
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  • #5


I understand your frustration with this question. It involves some complex concepts and may seem daunting at first. However, with a clear understanding of the definitions and properties involved, we can break it down and solve it step by step.

First, let's define some terms. V is a vector space, which means it is a set of objects that can be added and multiplied by scalars (numbers) to form new objects. V* is the dual space of V, which consists of all linear functions that map elements of V to real numbers. U is a subspace of V, which means it is a subset of V that also satisfies the properties of a vector space. W is a subspace of V*, which means it is a subset of V* that satisfies the properties of a vector space.

Now, the question is asking us to show that the solution space of W intersected with U (denoted as W ∩ U) is a subspace of the solution space of (W + the annihilator of U) (denoted as W + Ann(U)). In order to prove this, we need to understand what these solution spaces represent.

The solution space of W is the set of all vectors in V that satisfy all the linear functions in W. Similarly, the solution space of U is the set of all vectors in V that satisfy all the linear functions in U. The annihilator of U is the set of all linear functions in V* that map all vectors in U to 0. Therefore, the solution space of (W + Ann(U)) is the set of all vectors in V that satisfy all the linear functions in W and all the linear functions in Ann(U).

Now, let's focus on the left-hand side of the equation, W ∩ U. This represents the set of all vectors in V that satisfy all the linear functions in W and all the linear functions in U. Since U is a subspace of V, any vector that satisfies all the linear functions in U must also satisfy all the linear functions in W. Therefore, W ∩ U is a subset of the solution space of W.

Moving on to the right-hand side, W + Ann(U), this represents the set of all vectors in V that satisfy all the linear functions in W and all the linear functions in Ann(U). Since Ann(U) consists of all linear functions that map vectors in U to 0, any vector that satisfies all the linear functions in Ann
 

FAQ: Question involving annihilators and solution spaces

What is an annihilator in linear algebra?

An annihilator in linear algebra is a linear operator that maps a vector space onto the zero vector. It essentially "annihilates" all elements in the vector space, hence the name. This concept is often used in the study of solution spaces in linear systems.

How are annihilators used in solving linear systems?

Annihilators are used to find the solution space of a linear system by determining the set of all vectors that are mapped onto the zero vector by the linear operator. This information can then be used to find a basis for the solution space and ultimately solve the linear system.

Can an annihilator have more than one solution space?

Yes, it is possible for an annihilator to have multiple solution spaces. This can occur when there are multiple linearly independent sets of vectors that are mapped onto the zero vector by the linear operator.

Are annihilators only used in linear algebra?

No, annihilators can also be used in other areas of mathematics, such as differential equations and functional analysis. The concept of annihilators is a general one and can be applied in various mathematical contexts.

How do annihilators relate to the null space of a matrix?

The null space of a matrix is the set of all vectors that are mapped onto the zero vector by the matrix. This is essentially the same concept as an annihilator, which is a linear operator that also maps vectors onto the zero vector. Therefore, the null space of a matrix can also be thought of as the solution space of its corresponding annihilator.

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