How do I make a change of basis with tensors in multilinear algebra?

Click For Summary
SUMMARY

This discussion focuses on the process of changing bases in multilinear algebra, specifically regarding tensors. The formula for changing from a foreign basis to the standard basis involves multiplying the change of basis matrix by the vector in the foreign basis. To change between two foreign bases, the same formula applies, substituting the desired foreign basis for the standard basis. For tensors, the change of basis involves deriving the basis vectors for the coordinate system and applying the change of basis matrix to the tensor in the original basis.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly change of basis.
  • Familiarity with tensor notation and operations.
  • Knowledge of matrix multiplication and its applications in linear transformations.
  • Basic skills in accessing online educational resources for advanced topics.
NEXT STEPS
  • Research "Change of Basis in Tensors" for detailed methodologies.
  • Study "Multilinear Algebra" to grasp advanced concepts beyond standard linear algebra.
  • Explore "Tensor Analysis" for applications in physics and engineering.
  • Watch "Multilinear Algebra Video Playlist" from Math is Power 4 U for visual learning.
USEFUL FOR

Students and professionals in mathematics, physics, and engineering who are looking to deepen their understanding of multilinear algebra and tensor analysis.

space-time
Messages
218
Reaction score
4
I did some linear algebra studies and learned how to change between foreign bases and the standard basis:

Change of basis matrix multiplied by the vector in coordinates with respect to the foreign basis equals the vector in coordinates with respect to the standard basis.

Of course, this is just changing bases while operating with vectors. Now I have a few questions:

1. What if I want to change between two different foreign bases (by foreign I just mean as opposed to the standard basis)? Is the formula still the same except you just put the foreign basis you are trying to get to in place of the standard basis in the formula I listed above?

2. How do you make a change of bases with tensors? My guess would be that you derive the basis vectors for a coordinate system, put those basis vectors in a change of basis matrix and multiply this change of basis matrix by the tensor in the basis you are trying to get away from. This should equal that same tensor in the basis you are trying to get to. Please correct me if I am wrong.

3. Where can I find a good multi linear algebra video playlist? Khan academy has linear algebra, but its playlist doesn't include multilinear algebra or tensor analysis of any sort. I found a play list on youtube, but all the videos were made private, so I can't see them.
 
Physics news on Phys.org
Try this list from mathispower4u

https://dl.dropboxusercontent.com/u/28928849/Webpages/LinearAlgebraVideoLibraryTable.htm

It doesn't cover tensor notation though but might answer your basis questions.
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 12 ·
Replies
12
Views
5K
  • · Replies 12 ·
Replies
12
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 43 ·
2
Replies
43
Views
8K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 6 ·
Replies
6
Views
1K
  • · Replies 1 ·
Replies
1
Views
4K