Understanding Equivalence Relations: Simplifying Vectors with Linear Algebra

In summary: I think my set of ordered pairs is NxNxN, isn't it?In summary, the conversation discusses the concept of equivalence relations in relation to studying vectors in linear algebra. It is noted that previous knowledge of equivalence relations is needed to understand the concept. The conversation then delves into the definition and examples of the relation R, which is defined as "a-b is an integer multiple of 2." It is clarified that for this relation, a can be equal to b and examples of this are given. The conversation then moves on to discuss the relation E, which is the "Equality" relation, and how it is defined by (a,a), meaning that a and b must be equal. The concept of defining integers using relations is
  • #1
Hernaner28
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Hi. I've starting working with vectors in linear algebra but I need to have previous knowledge of equivalence relations so I started studying that but I have a simple doubt with the following relation:

$$R = \{ (a,b)/a,b \in A,{\text{ a - b is an integer multiple of 2}}\} $$

In this case could be for example that 1R1 or 2R2? because zero is multiple of every integer. The thing is that the relation is defined by a and b so I don't know that if a relation is defined by (a,b) then a has to be different to b because in this following one they have to be equal:
$$E = \{ (a,a)/a \in A\} $$

Thanks!
 
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  • #2
Yes, 0 is a multiple of 2. And 1R1 and 2R2. Nothing there says a has to be different from b.
 
  • #3
Dick said:
Yes, 0 is a multiple of 2. And 1R1 and 2R2. Nothing there says a has to be different from b.

Alright, and in the case of relation E do they have to be necessarily equal because it says (a,a)?... so if I say for example 5Ex I know that x=5, is that right?

Thank you Dick!
 
  • #4
Yes, your "relation E" is just the "Equality" relation. That is one relation (and the prototype equivalence relation).
 
  • #5
OKay, and to define the integers could I write the relation as follows?:

$$\mathbb{Z} = \{ ((a,b),(c,d)) \in N \times N,a + d = b + c\} $$

I don't understand the definition of integers using relations... how could an ordered pair represent a natural number?
 
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  • #6
That's poorly phrased. For one thing ((a, b), (c, d)) is NOT in N X N. It is a pair of pairs of integers while NXN is pairs of integers.

Rather, the set of integers is the set of equivalence classes of pairs of positive integers where the equivalence is defined by "(a, b)~ (c, d) if and only if a+ d= b+ c.

What other pairs of integers are in the same equivalence class as, say, (1, 3)? What is the simplest way to characterize those pairs? What about the equivalence class containing (3, 1)?

Now, to actually define the integers in that way, you would also have to define "order", addition, and multiplication. Apparently you haven't done that yet.
 
  • #7
HallsofIvy said:
That's poorly phrased. For one thing ((a, b), (c, d)) is NOT in N X N. It is a pair of pairs of integers while NXN is pairs of integers.

Rather, the set of integers is the set of equivalence classes of pairs of positive integers where the equivalence is defined by "(a, b)~ (c, d) if and only if a+ d= b+ c.

What other pairs of integers are in the same equivalence class as, say, (1, 3)? What is the simplest way to characterize those pairs? What about the equivalence class containing (3, 1)?

Now, to actually define the integers in that way, you would also have to define "order", addition, and multiplication. Apparently you haven't done that yet.

So you're defining a relation with another relation inside? I still don't understand it comparing it to the other simple relations I mentioned above. Could you explain me comparing it and showing me an example of a integer using that relation?

It says that it is defined over NxN the relation (a,b)~(c,d) iff... but what does that mean? That the pair (a,b) and (c,d) each belongs to natural numbers?

Thank you very much!
 
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  • #8
Alright I understood that the equivalence is done in the cartensian product of N (NxN) given that condition. What I don't get is how do you know that each pair represents the substraction of the first and second? Example:

$$[(4,7)]=[(2,5)]=[(5,8)]=[(1,4)]$$

They're all equivalents, but what does tell me that they represent the integer -3 i.e. that I have to substract the second from the first? A relation only defines a set of ordered pairs.. not numbers
 
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  • #9
Hernaner28 said:
Alright I understood that the equivalence is done in the cartensian product of N (NxN) given that condition. What I don't get is how do you know that each pair represents the substraction of the first and second? Example:

$$[(4,7)]=[(2,5)]=[(5,8)]=[(1,4)]$$

They're all equivalents, but what does tell me that they represent the integer -3 i.e. that I have to substract the second from the first? That relation only defines a set of ordered pairs.. not numbers

Halls is right. To show your set of equivalence classes represent the integers you need to define some sort of addition operation (at least) in the ordered pairs. Have you defined that (a,b)+(c,d)=(a+c,b+d)?
 
  • #10
Hmmm I see.. I haven't defined anything. I was asking because the books only says after defining the relation: "Now you can see that each pair will represent an integer which results from substracting the second term from the first". But I clrearly don't see it until they give me a definition. I know it's true.. but how can I define that substraction?Thanks!

PD: Let the next message be your 20.000th Dick! Congratulations! :D
 
  • #11
Hernaner28 said:
Hmmm I see.. I haven't defined anything. I was asking because the books only says after defining the relation: "Now you can see that each pair will represent an integer which results from substracting the second term from the first". But I clrearly don't see it until they give me a definition. I know it's true.. but how can I define that substraction?


Thanks!

PD: Let the next message be your 20.000th Dick! Congratulations! :D

Thanks! It is a milestone. The book seems to be saying "Identify (a,b) with the integer a-b". And I think you do want to assume that they are taking the addition operation to be (a,b)+(c,d)=(a+c,b+d). Does that help?
 
  • #12
I don't understand what you're telling me with that addition operation... does that operation you defined enables us to finally identify the integer with the pairs? Is your addition operation sth like this?:

[tex]\begin{cases} ~[(n,0)]=n \\ ~[(0,n)]=-n \end{cases}[/tex]
 
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  • #13
Yes, but (n,0) isn't in your set of ordered pairs, because 0 isn't in N. I'm defining addition as (a,b)+(c,d)=(a+b,c+d), since you book seems have neglected to do so. If n is in N, a representation of n in the integers among the ordered pairs is (n+1,1).
 
  • #14
Dick said:
Yes, but (n,0) isn't in your set of ordered pairs, because 0 isn't in N. I'm defining addition as (a,b)+(c,d)=(a+b,c+d), since you book seems have neglected to do so. If n is in N, a representation of n in the integers among the ordered pairs is (n+1,1).

But isn't 0 a natural?
But what is your definition for? The reusult is still a pair of ordered numbers, not a number. So I could simply say (a,b)=a-b but I don't think is that simple, is it?

thanks!
 
  • #15
You said the books says, "Now you can see that each pair will represent an integer which results from subtracting the second term from the first". I would read that as saying (a,b) in the ordered pairs corresponds to a-b in the integers. And my definition of N is {1,2,3,4,...}.
 
  • #16
Dick said:
You said the books says, "Now you can see that each pair will represent an integer which results from subtracting the second term from the first". I would read that as saying (a,b) in the ordered pairs corresponds to a-b in the integers. And my definition of N is {1,2,3,4,...}.

Yes the book does say that but they didn't define that, that's why I coudln't identify the integer just because they tell me so with words. So would this be the definition?:

$$\begin{cases} ~[(n+1,1)]=n \\ ~[(1,n+1)]=-n \end{cases}$$ for all n in N.
Edit: this would be better:
$$\begin{cases} ~[(n+m,m)]=n \\ ~[(m,n+m)]=-n \end{cases}$$

If it is, then why did you define that (a,b)+(c,d)=(a+c,b+d) just reading what the book says? the book says (a,b)= the integer a-b, not what you wrote, but is it the same ? Because I'm not realising... tranks! If you are tired don't bother answering, I almost got it and I don't to cause you trouble. I just want to understand everything at 100% even if I'm at 99%.. hehe I'm just that kind of person
 
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  • #17
Hernaner28 said:
Yes the book does say that but they didn't define that, that's why I coudln't identify the integer just because they tell me so. So would this be the definition?:

$$\begin{cases} ~[(n+1,1)]=n \\ ~[(1,n+1)]=-n \end{cases}$$ for all n in N.

If it is, then why did you define that (a,b)+(c,d)=(a+c,b+d), is it the same ? Because I'm not realising...

There are two steps here. One is defining what 'addition' means for ordered pairs. And I think that's implicitly (a,b)+(c,d)=(a+c,b+d). You need that. The second step is how to identify an equivalence class of ordered pairs with an integer. What they are asking you to show is that addition in the equivalence classes is consistent with addition in the identified integers.
 
  • #18
Why do you say that I need the addition for ordered pairs? Just having the equivalence classes couldn't I just identify the corresponding integer by defining?:

$$\begin{cases} ~[(n+m,m)]=n \\ ~[(m,n+m)]=-n \end{cases}$$

(4,7)=(-3+7,7)=-3
(4,7)=(4,3+4)=3

In fact I just could say that
(n+m,m)]=n
and I still will have all the integers


PD: Perhaps you're ahead trying to define the operations to define the integers. I don't want to do that yet, I just want to identify the integer with the equivalence classes. I think we are misunderstaning each other
 
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  • #19
Hernaner28 said:
Why do you say that I need the addition for ordered pairs? Just having the equivalence classes couldn't I just identify the corresponding integer by defining?:

$$\begin{cases} ~[(n+m,m)]=n \\ ~[(m,n+m)]=-n \end{cases}$$

(4,7)=(-3+7,7)=-3
(4,7)=(4,3+4)=3

In fact I just could say that
(n+m,m)]=n
and I still will have all the integersPD: Perhaps you're ahead trying to define the operations to define the integers. I don't want to do that yet, I just want to identify the integer with the equivalence classes. I think we are misunderstaning each other

Ok. That's fair. Then you've shown your mapping is onto the integers. Then all you need to check is that it is well defined on your equivalence classes, i.e. if (a,b) is equivalent to (c,d) then a-b=c-b, if you haven't already done so.
 
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FAQ: Understanding Equivalence Relations: Simplifying Vectors with Linear Algebra

What is an equivalence relation?

An equivalence relation is a mathematical concept that defines a relationship between two elements in a set. It is based on the properties of reflexivity, symmetry, and transitivity.

How is linear algebra used in simplifying vectors?

Linear algebra is used to represent and manipulate vectors in a more efficient way. It allows for simplification of vector operations, such as addition, subtraction, and multiplication, through the use of matrix operations and transformations.

What are the benefits of simplifying vectors using linear algebra?

Using linear algebra to simplify vectors can lead to a more concise and elegant representation of the vectors. It also allows for easier manipulation and calculation of vector operations, making it a useful tool in various fields, such as physics, engineering, and computer science.

Can you give an example of simplifying vectors using linear algebra?

Sure, let's say we have two vectors, v1 = [2, 4, 6] and v2 = [1, 3, 5]. Using linear algebra, we can represent these vectors as matrices and perform operations such as addition: [2, 4, 6] + [1, 3, 5] = [3, 7, 11]. This simplifies the process of adding the two vectors together.

How can understanding equivalence relations help in solving vector problems?

Understanding equivalence relations is crucial in solving vector problems because it helps in identifying patterns and relationships between different elements in a set. This allows for the simplification of vector operations and can lead to more efficient and accurate solutions to vector problems.

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