What determines the orientation of a vector space?

In summary, a non-zero alternating tensor w can split the bases of a vector space V into two disjoint groups: those with \omega(v_1,\cdots,v_n)>0 and those for which \omega(v_1,\cdots,v_n)<0. When discussing the orientation of a vector space, it is necessary to specify the orientation with respect to a certain tensor. However, in practice, we often specify the positive bases directly, which is equivalent to specifying a certain tensor. In \mathbb{R}^3, the positive bases are determined by the right-hand rule.
  • #1
yifli
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A non-zero alternating tensor w splits the bases of V into two disjoint groups, those with [itex]\omega(v_1,\cdots,v_n)>0[/itex] and those for which [itex]\omega(v_1,\cdots,v_n)<0[/itex].

So when we speak of the orientation of a vector space, we need to say the orientation with respect to a certain tensor, correct?
 
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  • #2
Hi yifli! :smile:

You are correct, specifying the tensor will specify the orientation of the vector space.
However, what we usually do is specifying the positive bases directly. In [itex]\mathbb{R}^3[/itex], for example, these bases are determined by the right-hand rule. Also note that specifying a positive basis, is equivalent to specifying a certain tensor (since there exist a unique tensor that sends this basis to 1).
 

1. What is the definition of "orientation" in a vector space?

The orientation of a vector space refers to the direction in which vectors are considered to be "positive" or "negative". This can be thought of as the direction of rotation in the space.

2. How is the orientation of a vector space determined?

The orientation of a vector space is determined by a set of basis vectors, which are the minimum number of vectors needed to span the entire space. The orientation is then determined by the order in which these basis vectors appear in a specific basis.

3. Can the orientation of a vector space be changed?

Yes, the orientation of a vector space can be changed by swapping the positions of two basis vectors. This is known as a change of basis and does not affect the underlying structure of the space, only the direction in which vectors are considered to be positive or negative.

4. What is the significance of orientation in linear algebra?

The orientation of a vector space is important in many areas of mathematics and physics, particularly in differential geometry and field theories. It allows for a consistent way to define concepts such as curl, divergence, and integration over a surface or volume.

5. Can a vector space have more than one orientation?

No, a vector space can only have one orientation. Two orientations would imply that there are two different sets of basis vectors that determine the orientation, which is not possible in a vector space. However, different vector spaces can have different orientations.

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