Representing vector by a number.

  • Context: High School 
  • Thread starter Thread starter dE_logics
  • Start date Start date
  • Tags Tags
    Vector
Click For Summary

Discussion Overview

The discussion revolves around the representation of vectors using numbers, exploring the theoretical and practical implications of such representations in various dimensions. Participants examine the conditions under which vectors can be represented by numbers, particularly in one-dimensional and higher-dimensional spaces, and the implications of using different types of numbers, such as real and complex numbers.

Discussion Character

  • Debate/contested
  • Mathematical reasoning
  • Conceptual clarification

Main Points Raised

  • Some participants argue that a vector cannot be represented by a single number due to its directional nature, except in one-dimensional systems.
  • Others propose that the "sign" of a number can indicate direction in one-dimensional cases.
  • There is a suggestion that a bijection exists between R^n and R, although some participants question the validity of such a bijection in terms of respecting vector space axioms.
  • Complex numbers are mentioned as a means to represent two-dimensional vectors easily.
  • Some participants note that while a one-to-one correspondence can be established between n-dimensional vectors and numbers, it may not be practically useful due to the complexity of identifying which vector corresponds to a given number.
  • There is a discussion about the difference between creating a bijection between sets versus vector spaces, with some arguing that such a bijection would not respect vector addition.
  • Participants explore the idea of defining new operations on R to create isomorphisms with vector spaces, although they acknowledge the practical limitations of such representations.
  • Concerns are raised about the concept of "sign" in higher dimensions, with some suggesting it may not be applicable beyond one dimension.

Areas of Agreement / Disagreement

Participants express differing views on the feasibility and utility of representing vectors with numbers. While some agree on certain theoretical aspects, there is no consensus on the practicality or implications of such representations, particularly in higher dimensions.

Contextual Notes

Limitations include unresolved mathematical steps regarding bijections and the implications of defining operations on R. The discussion also highlights the dependence on definitions of vectors and numbers, as well as the varying interpretations of "sign" in different mathematical contexts.

dE_logics
Messages
742
Reaction score
0
Since vector has a direction and a number alone does not, I think a vector cannot be represented using just a number (except in a case of 1d system).

Am I right?

In a 1d system, it can have only 2 directions...how do we represent that?
 
Physics news on Phys.org
The "sign" of a number could act as a "direction" (using your definition of a vector)
 
Well, since there exists a bijection from Rn -> R, it should be theoretically possible, though it would be pretty crazy.
 
If you allow complex numbers it's pretty easy :smile:
 
Depends on how useful you want the representation to be. There is a one-to-one correspondence between, say, n-dimensional vectors and numbers. So, each vector gets mapped to a unique number, and each number corresponds to a unique vector. Unfortunately, there's no quick way of finding out which vector a given number represents. Even if we limit ourselves to vectors with rational coordinates and represent them by rational numbers, you'd have to look through a very large table to figure out which number corresponds to which vector.

In conclusion, you can always represent vectors by numbers, but it's almost useless for all practical purposes. The only times it makes sense is if you have one-dimensional vectors mapped to the reals or two-dimensional vectors corresponding to complex numbers.
 
Simon-M said:
The "sign" of a number could act as a "direction" (using your definition of a vector)

But in 1-d only right?

In 2-d signs won't persist.

Jarle said:
If you allow complex numbers it's pretty easy

Ok...integers.

So with complex numbers...you represent the real part as x and imaginary as y?

Tibarn said:
Depends on how useful you want the representation to be. There is a one-to-one correspondence between, say, n-dimensional vectors and numbers. So, each vector gets mapped to a unique number, and each number corresponds to a unique vector. Unfortunately, there's no quick way of finding out which vector a given number represents. Even if we limit ourselves to vectors with rational coordinates and represent them by rational numbers, you'd have to look through a very large table to figure out which number corresponds to which vector.

In conclusion, you can always represent vectors by numbers, but it's almost useless for all practical purposes. The only times it makes sense is if you have one-dimensional vectors mapped to the reals or two-dimensional vectors corresponding to complex numbers.

So we actually have to 'devlope' such a coordinate system.

Lets just talk integers, it can't be represented by integers right? (in cases of above 1-d)
 
dE_logics said:
But in 1-d only right?

In 2-d signs won't persist.

Only in 1D, yes. Assuming your definitions are:

"A vector is a quantity with 'magnitude' and 'direction'"

"A number is a real number"

When working in 1D we can show 'direction' with the sign of the number. That's all I was saying.

Going along the lines of a bijection between the reals and the n dimensional vectors, one would also need to prove that it respects the vector space axioms. This cannot be the case because we're "forming" a bijection between a vector space of dimension n and a vector space of dimension 1. (Which obviously can't exist)
 
Simon-M said:
a bijection between a vector space of dimension n and a vector space of dimension 1. (Which obviously can't exist)
You are talking out of your ***, you can easily create a bijection between R^n and R, just follow this:
The first number in both directions;10^0 and 10^-1, denotes the same numbers in the first dimension in R^n, the second in both direction;10^1, 10^-1, denotes the first numbers in the second dimension... then the n+1th number in both direction; 10^(n+1) and 10^(-2-n), denotes the second numbers in the first dimension.

Reiterate to infinity. Also this is basically the same thing as just denoting them with (a,b,c) since you are just splitting the numbers up.
 
There is a difference between creating a bijection between a set and a bijection between vector spaces.

Sure, we could "number" them all, but it wouldn't be a great "representation" as it wouldn't even respect addition
 
  • #10
Simon-M said:
There is a difference between creating a bijection between a set and a bijection between vector spaces.

Sure, we could "number" them all, but it wouldn't be a great "representation" as it wouldn't even respect addition
Then you are not talking about a bijection, you are talking about an isomorphism.

Edit: And you could create an algebra on R which would be isomorph with the vector algebras in R^n. You would just get some strange operations.

Also you could make a total order which respects the normal vector addition laws, just put x>>y>>z.
 
  • #11
You are playing semantic games, Klockan3. As all Rn have the same cardinality, there obviously exists bijections between Rn and Rm for all n and m. That the bijection has essentially zero value is equally obvious: No such bijection is homeomorphic if n is not equal to m.
 
  • #12
D H said:
You are playing semantic games, Klockan3. As all Rn have the same cardinality, there obviously exists bijections between Rn and Rm for all n and m. That the bijection has essentially zero value is equally obvious: No such bijection is homeomorphic if n is not equal to m.
But you can still put signs on the vectors, with the ordering x>>y>>z, put those larger than 0 as positive and smaller than 0 as negative.

The deal is that "signs" is a dumb concept in itself and shouldn't really be discussed outside of the first definition. We define sign for R as the numbers smaller than 0 have negative and larger have positive, that can of course not be 100% transferred to the higher dimensions but that doesn't mean that you can't put signs on the higher either.

Do bijections between finite discrete objects have signs?
 
  • #13
We have an on-going online war here...

But my question is answered...thanks!...everyone!
 
  • #14
Yeah, 1 more question...if this same 1-d vector rotates (i.e exhibits more than 1-d), it will loose on its sign right?
 
  • #15
dE_logics said:
Yeah, 1 more question...if this same 1-d vector rotates (i.e exhibits more than 1-d), it will loose on its sign right?
Eliminate your whole notion of "sign" as something special. The one dimensional "Sign" just means "The vector points in positive/negative direction". That version of "sign" is not possible to apply to anything else.

Edit: But there are a lot of "sign" in mathematics, like matrix determinants denotes the matrix's "sign", or the number of 2-cycles needed to create a permutation is denoted as "sign", with odd numbers being negative and even positive. The word "sign" itself doesn't really mean anything in mathematics except to give you some rules to make computations easier.
 
  • #16
As all Rn have the same cardinality, there obviously exists bijections between Rn and Rm for all n and m. That the bijection has essentially zero value is equally obvious: No such bijection is homeomorphic if n is not equal to m
Assuming, of course, the standard topology on R. However, you can use your bijection to induce a quotient topology on R, in which case they would be homeomorphic. If you suitably define new operations on R, you can even get your function to be an isomorphism. These will most likely bear little or no resemblance to the familiar ones. It's useless in practice because there may not be any simple rules governing addition or which vector a given number represents, but it's certainly possible in theory.
 
  • #17
Ok...thanks!
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 33 ·
2
Replies
33
Views
5K
  • · Replies 0 ·
Replies
0
Views
8K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 12 ·
Replies
12
Views
2K
  • · Replies 19 ·
Replies
19
Views
4K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 7 ·
Replies
7
Views
3K