Contravariant and covariant vectors

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Discussion Overview

The discussion revolves around the properties of contravariant and covariant vectors, particularly focusing on the implications of differing dimensions in vector spaces when considering the dot product. Participants explore the relationship between the number of coordinates in different frames or coordinate systems and the resulting geometric interpretations.

Discussion Character

  • Debate/contested
  • Technical explanation
  • Conceptual clarification

Main Points Raised

  • One participant asserts that if the number of coordinates differs between two frames, then the dot product of the vectors A and B equals zero, implying that they are perpendicular.
  • Another participant counters that the dot product is not defined for vectors of different dimensionality and suggests that embedding is necessary to compute a dot product.
  • There is a request for clarification on what is meant by "number of coordinates," with an emphasis on the independence of dimensionality from the choice of frame.
  • Some participants propose that the discussion may refer to vectors in different dimensional spaces, such as A in ℝ² and B in ℝ³, which raises questions about the definition of the dot product in such cases.
  • One participant mentions that if the dimension of an embedded object is lower than that of the ambient space, it can still be parametrized with fewer variables.

Areas of Agreement / Disagreement

Participants express differing views on the implications of having different numbers of coordinates in vector spaces. There is no consensus on the interpretation of the original claim regarding perpendicularity and the dot product.

Contextual Notes

There are unresolved assumptions regarding the definitions of dimensionality and the conditions under which the dot product is applicable. The discussion highlights the complexity of embedding lower-dimensional vectors in higher-dimensional spaces.

Sonia AS
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I know if the number of coordinates are same in both the old and new frame then A.B=A`.B` . But if the number of coordinates are not same in both old and new frame then A.B=0 means that both the vectors A and B are perpendicular. Why is it so that if the number of coordinates of both the frames are not same, then both the vectors must be perpendicular.
 
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The choice of frame has no effect on the dot product. It is always zero for two perpendicular vectors because the definition of perpendicularity is for the dot product to be zero.
The dot product is not defined for vectors with different dimensionality. It is necessary to embed the lower dimensional vector in the higher-dimensional space of the other vector (or to embed both in a third space) in order to obtain a dot product. The embedding may not necessarily be unique, so the dot product may not necessarily be unique.
 
Sonia AS said:
I know if the number of coordinates are same in both the old and new frame then A.B=A`.B` . But if the number of coordinates are not same in both old and new frame then A.B=0 means that both the vectors A and B are perpendicular. Why is it so that if the number of coordinates of both the frames are not same, then both the vectors must be perpendicular.
What, exactly, do you mean by "number of coordinates"? In any frame, the "number of coordinates" should be equal to the dimension of the space which is independent of the choice of frame. I don't see how it is possible to have "the number of coordinates not the same in both old and new frame".
 
I think he means something to the effect of ##\vec{A}\cdot \vec{B}## with ##\vec{A} \in \mathbb{R}^2## and ##\vec{B} \in \mathbb{R}^3##
 
So replace frames with coordinate systems.
 
BiGyElLoWhAt said:
I think he means something to the effect of ##\vec{A}\cdot \vec{B}## with ##\vec{A} \in \mathbb{R}^2## and ##\vec{B} \in \mathbb{R}^3##
Maybe. But then the dot product of ##\vec A## and ##\vec B## is undefined.
 
True. But that's the best way that I can interpret what the OP means.
 
HallsofIvy said:
What, exactly, do you mean by "number of coordinates"? In any frame, the "number of coordinates" should be equal to the dimension of the space which is independent of the choice of frame. I don't see how it is possible to have "the number of coordinates not the same in both old and new frame".
Just to add that , if the dimension of the embedded object or subobject is lower than that of the ambient space of dimension n, the coordinates can be parametrized with fewer than n variables, e.g., a curve in space being parametrized by a single variable.
 

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