Cross product in arbitrary field

In summary: Therefore, if ##a\times b=0##, then ##a## and ##b## are linearly dependent.In summary, if two vectors, a and b, in a three dimensional vector space over an arbitrary field, \mathbb{F}, have a cross product of 0, then they must be linearly dependent. This claim is true for all fields, including subfields of \mathbb{C}. A counter example using a subfield of \mathbb{R}^3 does not hold, as the counter example relies on a non-invertible matrix.
  • #1
jostpuur
2,116
19
Let [itex]\mathbb{F}[/itex] be an arbitrary field, and let [itex]a,b\in\mathbb{F}^3[/itex] be vectors of the three dimensional vector space. How do you prove that if [itex]a\times b=0[/itex], then [itex]a[/itex] and [itex]b[/itex] are linearly dependent?

Consider the following attempt at a counter example: In [itex]\mathbb{R}^3[/itex]

[tex]
\left(\begin{array}{c}
1 \\ 4 \\ 2 \\
\end{array}\right)
\times\left(\begin{array}{c}
2 \\ 3 \\ 4 \\
\end{array}\right)
= \left(\begin{array}{c}
10 \\ 0 \\ -5 \\
\end{array}\right)
[/tex]

holds. Since [itex]5[/itex] is a prime number, [itex]\mathbb{Z}_5[/itex] is a field. In [itex](\mathbb{Z}_5)^3[/itex]

[tex]
\left(\begin{array}{c}
[ 1] \\ [ 4] \\ [ 2] \\
\end{array}\right)
\times \left(\begin{array}{c}
[2] \\ [ 3] \\ [ 4] \\
\end{array}\right)
= \left(\begin{array}{c}
[ 0] \\ [ 0] \\ [ 0] \\
\end{array}\right)
[/tex]

This might look like a counter example to the claim. One might consider the possibility that perhaps the claim is true for example when [itex]\mathbb{F}[/itex] is a subfield of [itex]\mathbb{C}[/itex], but not in general?

A closer look reveals that the counter example attempt does not work, because

[tex]
[ 2] \left(\begin{array}{c}
[ 1] \\ [ 4] \\ [ 2] \\
\end{array}\right)
= \left(\begin{array}{c}
[ 2] \\ [ 3] \\ [ 4] \\
\end{array}\right)
[/tex]

holds in [itex](\mathbb{Z}_5)^3[/itex]. Finding a counter example is difficult, and it seems that the claim is true after all. I only know how to prove the claim using determinants when [itex]\mathbb{F}[/itex] is a subfield of [itex]\mathbb{C}[/itex].
 
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  • #2
Assume that ##a## and ##b## are linearly independent in the field ##\mathbb{F}^3##, then you can expand them to a basis ##(c,a,b)##. Because of linear algebra, this means that the matrix formed by ##a##, ##b## and ##c## is invertible and thus has nonzero determinant. But this determinant is ##c\cdot (a\times b)##. Since this is nonzero, it implies that ##a\times b## must be nonzero.
 
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1. What is the definition of cross product in an arbitrary field?

The cross product in an arbitrary field is a mathematical operation that takes two vectors and produces a third vector that is perpendicular to both of the original vectors. It is commonly denoted by the symbol "×" or "⨯". Unlike in the real numbers, the cross product in an arbitrary field may not always exist or may have different properties depending on the field.

2. How is the cross product calculated in an arbitrary field?

The cross product in an arbitrary field is calculated using the same formula as in the real numbers, which is:
A × B = (a2b3 - a3b2, a3b1 - a1b3, a1b2 - a2b1)
where A = (a1, a2, a3) and B = (b1, b2, b3) are two vectors in the arbitrary field.

3. What are some properties of the cross product in an arbitrary field?

Some properties of the cross product in an arbitrary field include:

  • It is not commutative, meaning A × B ≠ B × A
  • It is distributive, meaning A × (B + C) = A × B + A × C
  • It is not associative, meaning (A × B) × C ≠ A × (B × C)
  • It may not always exist or may have different properties depending on the field

4. What are some applications of the cross product in an arbitrary field?

The cross product in an arbitrary field has many applications in physics, engineering, and computer graphics. It is used to calculate torque, angular momentum, and magnetic fields in physics. In engineering, it is used to calculate moments of force and moments of inertia. In computer graphics, it is used to determine the orientation of surfaces and to create 3D effects.

5. How does the cross product in an arbitrary field differ from the cross product in the real numbers?

The main difference between the cross product in an arbitrary field and the cross product in the real numbers is the existence and properties of the cross product. In the real numbers, the cross product always exists and has certain properties, such as being commutative and associative. In an arbitrary field, the cross product may not always exist or may have different properties depending on the field. Additionally, the formula for calculating the cross product may differ in an arbitrary field compared to the real numbers.

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