Can a Scalar Operate with a Vector Algebraically?

In summary, the conversation discusses the concept of taking the inverse of a vector and whether it is possible or not. The idea of finding an inverse for a vector is not commonly used in physics or engineering, and in order to define a multiplicative inverse, the multiplicative structure of the vector needs to be examined. This includes considering objects such as vector spaces, rings, algebras, division rings, and fields. However, for most of these structures, the concept of dividing vectors does not exist.
  • #1
Hawkingo
56
2
Let ##\vec { A }## = ##a \dot { i } + b \hat { j } + c \hat { k }##
My question is "is ##\frac { 1 } { \vec { A } }## is a vector or not and if yes then what is it's components?"
 
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  • #2
Hawkingo said:
Let ##\vec { A }## = ##a \dot { i } + b \hat { j } + c \hat { k }##
My question is "is ##\frac { 1 } { \vec { A } }## is a vector or not and if yes then what is it's components?"
Isn't this a math question, rather than physics? You can define the operator to mean whatever you want.
 
  • #3
The ##\frac{1}{\hat{A}}## doesn't mean anything if only addition and scalar multiplication of vectors is defined. You also need a multiplication between vectors, making it an algebra instead of a simple vector space. For instance, real numbers are 1-dimensional vectors, but there is also a multiplication operation which makes it possible to find an inverse ##\frac{1}{a}## for any nonzero real number ##a##.

For ##N\times N## matrices there is both an addition and multiplication operation, but there exist more than one matrix that is not invertible, making the situation more difficult than with real numbers where only ##0## was uninvertible.
 
  • #4
I think one reason that mathematicians haven't yet defined the inverse of a vector, say, ##\vec{v}\in \mathbb{R}^3## , is that it isn't of any use in physics or engineering, or other applied sciences. If you are faced with a problem in physics or engineering and you thinking about taking the inverse of a vector then this usually implies that you are thinking in a wrong way about problem, and you need to change your way of thinking in order to arrive at a successful solution.

We could view the cross product as a multiplication between vectors, however it needs to be modified in order to be able to find a unique identity element ##\vec{e}##, and with it to define the inverse of a vector such that ##\vec{v} \times \vec{v^{-1}}=\vec{v^{-1}}\times \vec{v}=\vec{e}##. But cross product is fine and has wide applications the way it is, I doubt that its modification would be about as wide and useful.
 
  • #5
Hawkingo said:
Let ##\vec { A }## = ##a \dot { i } + b \hat { j } + c \hat { k }##
My question is "is ##\frac { 1 } { \vec { A } }## is a vector or not and if yes then what is it's components?"
To define a mutliplicative inverse, you need to investigate the multiplicative structure. Objects which have vectors as elements are:
  • vector space: no multiplication at all
  • ring: in general no neutral element ##1## and if so, only a few units
  • algebra: same as ring, often not even commutative, e.g. Lie algebras
  • division ring: e.g. the quaternions, where we have two inverses - left and right, so the notation ##1/\vec{A}## is still undefined
  • field: e.g. ##\mathbb{C}## as ##\mathbb{R}-##algebra, where we have ##1/\vec{A} = (a - b \cdot i)/(a^2+b^2)##
That means, that up to very few exceptions for which we do have the concept of dividing vectors, the question does not occur in this generality.
 
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  • #6
fresh_42 said:
To define a mutliplicative inverse, you need to investigate the multiplicative structure. Objects which have vectors as elements are:
  • vector space: no multiplication at all
  • ring: in general no neutral element ##1## and if so, only a few units
  • algebra: same as ring, often not even commutative, e.g. Lie algebras
  • division ring: e.g. the quaternions, where we have two inverses - left and right, so the notation ##1/\vec{A}## is still undefined
  • field: e.g. ##\mathbb{C}## as ##\mathbb{R}-##algebra, where we have ##1/\vec{A} = (a - b \cdot i)/(a^2+b^2)##
That means, that up to very few exceptions for which we do have the concept of dividing vectors, the question does not occur in this generality.
Can you explain this in a simpler way because I have no idea about the ring or quaternions.
 
  • #7
Hawkingo said:
Let ##\vec { A }## = ##a \dot { i } + b \hat { j } + c \hat { k }##
My question is "is ##\frac { 1 } { \vec { A } }## is a vector or not and if yes then what is it's components?"

Suppose you have ##\frac { 1 } { \vec { A } }##, what do you expect ##\frac { \vec{A} } { \vec { A } }## to equal?
 
  • #8
PeroK said:
Suppose you have ##\frac { 1 } { \vec { A } }##, what do you expect ##\frac { \vec{A} } { \vec { A } }## to equal?
I tried to get the answer by mathpix app(powered by wolfarmalpha engine) and got this answer.
Screenshot-2018-11-23-19-36-32-271-com-mathpix-mathpixandroid.jpg
 

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  • #9
Hawkingo said:
Can you explain this in a simpler way ...
PeroK said:
Suppose you have ##\frac { 1 } { \vec { A } }##, what do you expect ##\frac { \vec{A} } { \vec { A } }## to equal?
... because I have no idea about the ring or quaternions.
I thought the quaternions were the example you have chosen:
https://en.wikipedia.org/wiki/Quaternion
They are a non commutative extension of complex numbers.

In case you were only referring to a three dimensional, real vector space, then the answer is: either there is no multiplication at all, and ergo no division, or if we choose the cross product as multiplication, we will lose associativity, have no neutral element ##1## and are not commutative.
 
  • #10
Hawkingo said:
I tried to get the answer by mathpix app(powered by wolfarmalpha engine) and got this answer. View attachment 234497
But what does ##1## here mean? The real number ##1## or a vector ##\vec{1}##? As a real number, this wouldn't be a division, since we left the vector space, and as a vector, we will have trouble to define it.
 
  • #11
Hawkingo said:
I tried to get the answer by mathpix app(powered by wolfarmalpha engine) and got this answer. View attachment 234497

So, what about ##\frac{1}{\vec{A}} = \frac{\vec{A}}{|A|^2}##? And use the scalar product for your multiplication?
 
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  • #12
fresh_42 said:
I thought the quaternions were the example you have chosen:
https://en.wikipedia.org/wiki/Quaternion
They are a non commutative extension of complex numbers.

In case you were only referring to a three dimensional, real vector space, then the answer is: either there is no multiplication at all, and ergo no division, or if we choose the cross product as multiplication, we will lose associativity, have no neutral element ##1## and are not commutative.
I understood that we can't regard cross product as multiplication but I think we can operate a scalar(here 1 in numerator) with a vector (in denominator) algebrically, just like ##5*\vec { A } =5\vec { A} ##
 
  • #13
Hawkingo said:
I understood that we can't regard cross product as multiplication but I think we can operate a scalar(here 1 in numerator) with a vector (in denominator) algebrically, just like ##5*\vec { A } =5\vec { A} ##
You can define ##\dfrac{\vec{A}}{\vec{A}}=1\in \mathbb{R}## for ##\vec{A}\in V-\{\,\vec{0}\,\}## but this isn't a division, because it leads outside the set of vectors. In addition we consequently get ##\vec{A}\cdot \vec{B} \in \mathbb{R}## which will lead to the concept of inner products, but is still no division.
 

Related to Can a Scalar Operate with a Vector Algebraically?

1. What is a vector?

A vector is a mathematical quantity that has both magnitude and direction. It is often represented by an arrow pointing in the direction of the vector, with the length of the arrow representing the magnitude.

2. Is 1/vector a vector?

Yes, 1/vector is also a vector. This is because the multiplication of a scalar (in this case, 1) with a vector does not change its direction, but only its magnitude.

3. How is 1/vector calculated?

The calculation of 1/vector depends on the specific vector being used. In general, to calculate 1/vector, you would divide each component of the vector by 1. For example, if the vector is [2, 4], then 1/vector would be [1/2, 1/4].

4. Can 1/vector change the direction of a vector?

No, multiplying a vector by 1 (or any other scalar) does not change its direction. Only the magnitude of the vector is affected.

5. What is the difference between a scalar and a vector?

A scalar is a mathematical quantity that has only magnitude, while a vector has both magnitude and direction. Scalars are usually represented by a single number, while vectors are represented by multiple components (e.g. [x, y, z]).

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