Dot product, inner product, and projections

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Discussion Overview

The discussion revolves around the concepts of dot product, inner product, and projections in the context of Euclidean space and vector mathematics. Participants explore the definitions, notational differences, and implications of these concepts, particularly focusing on the projection of vectors onto one another and the semantics involved in their definitions.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant notes that the length of the projection of vector u onto vector v can be expressed as u⋅v/|v|, based on trigonometric definitions and the dot product.
  • Another participant highlights the variability in notation and signs across different mathematical and physics texts, suggesting that consistency within a given source is crucial.
  • A participant shares a link to a mathematical paper that provides an overview of the topic, indicating its relevance for those interested.
  • There is a semantic debate regarding whether the dot product represents the projection of v onto u or vice versa, with some arguing that for real-valued vectors, the commutativity of the dot product makes this distinction less significant.
  • One participant points out a potential typo regarding the notation of complex conjugates in inner products, suggesting that proper notation is essential for clarity.
  • Participants discuss rendering issues related to MathJax, with some indicating that they see the notation correctly while others do not, depending on their browser or device.

Areas of Agreement / Disagreement

Participants express differing views on the semantics of the dot product and inner product, particularly regarding the direction of projections. There is no consensus on the interpretation of these terms, and the discussion remains unresolved.

Contextual Notes

Participants note the importance of consistent notation and the potential for confusion arising from different conventions in mathematical texts. The discussion also highlights the challenges of rendering mathematical notation across different platforms.

nomadreid
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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.
 
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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.
 
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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.
 
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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.
 

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