Dot product, inner product, and projections

Click For Summary
SUMMARY

The discussion clarifies the relationship between the dot product and inner product in Euclidean space. Specifically, it establishes that for unit vectors u and v, the length of the projection of u onto v is given by u · v, while the inner product represents the projection of v onto u. The conversation highlights the importance of notation consistency in mathematics, particularly when dealing with complex-valued vectors, where the inner products are complex conjugates of each other. Participants also note the significance of rendering issues in different browsers affecting the visibility of mathematical notation.

PREREQUISITES
  • Understanding of vector mathematics and Euclidean space
  • Familiarity with dot product and inner product definitions
  • Knowledge of complex conjugates in vector spaces
  • Basic proficiency in using MathJax for rendering mathematical notation
NEXT STEPS
  • Study the properties of the dot product and inner product in vector spaces
  • Explore the implications of complex conjugates in inner product spaces
  • Learn about different mathematical notations and their contexts
  • Review the document at arxiv.org for a comprehensive overview of the topic
USEFUL FOR

Mathematicians, physics students, and anyone interested in understanding the nuances of vector projections and inner products in both real and complex vector spaces.

nomadreid
Gold Member
Messages
1,762
Reaction score
248
TL;DR
Letting u,v be unit vectors, the length of the projection of u onto v is u dot v, whereas the inner product <u|v> is the projection of v onto u. Why the difference?
In simple Euclidean space: From trig, we have , for u and v separated by angle Θ, the length of the projection of u onto v is |u|cosΘ; then from one definition of the dot product Θ=arcos(|u|⋅|v|/(uv)); putting them together, I get the length of the projection of u onto v is uv/|v|.
Then I read that the inner product <u|v> is the result of the projection of v onto u.
Of course one could just say that the dot product is commutative, but the reverse order of what is projecting onto what seems a bit odd.
Either: where is my mistake, or: What am I missing?
Thanks in advance.
 
Physics news on Phys.org
There are a ton of different sign and notation differences in math and physics. The best that you can hope for is that any given book or article is consistent. Even that is sometimes violated and a book/article notation convention may be dependent on the context.
 
  • Like
Likes   Reactions: nomadreid
  • Like
Likes   Reactions: FactChecker
nomadreid said:
TL;DR Summary: Letting u,v be unit vectors, the length of the projection of u onto v is u dot v, whereas the inner product <u|v> is the projection of v onto u.
That's a question of semantics. For me, ##\mathbf{u} \cdot \mathbf{v}## is projection of ##\mathbf{v}## on ##\mathbf{u}##, not the other way around. For real-valued vectors, there is no difference because of commutativity. For complex-valued vectors, it matters because the two inner products are complex conjugate of each other,
$$
\braket{u | v} = \overline{\braket{v | u}}
$$
Note tat another common notation for an inner product is ##(u,v)##, for which the convention is most often that ##v## is the quantity that will be complex-conjugated.
 
  • Like
Likes   Reactions: nomadreid
Thanks, FactChecker, fresh_42 and DrClaude.
fresh_42: The book looks very clearly laid out, and I have downloaded it, as it will certainly be helpful.

DrClaude: I believe you have a typo in your note that the two inner products are complex conjugates of one another: there should be a line over one of the pair, or an asterisk, or however one chooses to indicate the complex conjugate.
 
nomadreid said:
DrClaude: I believe you have a typo in your note that the two inner products are complex conjugates of one another: there should be a line over one of the pair, or an asterisk, or however one chooses to indicate the complex conjugate.
There is an overline. Maybe it is a question of MathJax rendering. What I see is
1696950897342.png
 
DrClaude said:
There is an overline. Maybe it is a question of MathJax rendering. What I see is
View attachment 333411
I see the same, both here and in your previous post.
 
Mark44 said:
I see the same, both here and in your previous post.
On my Windows 10 PC Firefox browser, I don't see that in the post, only in the .png image.
On the Chrome browser, I see it correctly in the post.
On my Samsung Android tablet Chrome browser, I see it correctly in the post.
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 8 ·
Replies
8
Views
4K
  • · Replies 10 ·
Replies
10
Views
4K
  • · Replies 4 ·
Replies
4
Views
3K