This post is about relating dot products and cross products in the mathematical field of linear algebra. We also look at orthogonal (perpendicular) vectors being related to dot products and to cross products.
Table Of Contents
- Review Of Cross Products and Dot Products
- Properties Of Cross Products & Dot Products
- Practice Problems
- Hints To Practice Problems
Review Of Cross Products and Dot Products
Recall that the cross product of two vectors and is a third vector which is perpendicular to both vectors and . From dot products, we can show that two vectors are perpendicular to each other if the dot product of those vectors are zero (i.e. ). Using these two ideas we can express the cross product being perpendicular to both vectors and as:
Properties Of Cross Products & Dot Products
There are other properties which relate dot products with cross products and norms. Assume that the vectors , and are in 3-space.
Note that the dot products of two vectors is a scalar (number) and the cross product of two vectors is a vector. In , we have a scalar multiplier to the vector .
Given and , show that is (-2, 4, -2).
In addition, show that this new vector is orthogonal (perpendicular) to vector and to vector .
Given vectors and , one can compute the cross product through using the first formula:
or by using the formula in determinant notation:
We now show that the cross product vector is orthogonal to vector and to vector by computing dot products accordingly.
The vector (-2, 4, -2) is perpendicular to both vectors and .
Here are few practice problems. These questions are a little bit more theoretical in mature so hints instead of solutions are in the next section. I think it is important for the reader to work for the answers and understand the concepts better.
1) You are given the vectors and with the cross product . Show that the cross product vector is perpendicular to vectors and .
2) Find a vector which is orthogonal to vectors and . Verify that this vector is orthogonal to both vectors using dot products.
3) You are given the vectors and . Show that the vector is not a cross product vector to or .
Hints To Practice Problems
1) Use the dot product similar to the example above.
2) Find the cross product of vectors and . Verify that the cross product vector is orthogonal using dot products like in the example above.
3) Show that or .
Elementary Linear Algebra (Tenth Edition) by Howard Anton
The QuickLaTeX plugin on this page does not work well with determinants so I used the QuickLaTeX website itself to render the code to create the determinants.