Scalar product and vector product

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Discussion Overview

The discussion centers around the properties and definitions of the scalar (dot) product and vector (cross) product of vectors, particularly focusing on why the cross product results in a vector normal to the plane formed by two vectors and seeking a proof for the dot product formula involving the cosine of the angle between two vectors. The scope includes theoretical explanations and mathematical reasoning.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants propose that the cross product is defined such that the result is perpendicular to any linear combination of the two vectors involved.
  • One participant suggests that the cross product reflects rotations in three-dimensional space and is linear and anti-commutative.
  • Another participant provides a trigonometric proof for the dot product formula using the cosine rule, relating it to the angles between vectors.
  • There is a discussion about the definition of the norm of a vector and whether it requires proof, with some participants asserting that definitions do not necessitate proofs.
  • One participant questions the lack of proof for the definition of the norm, leading to a clarification that definitions provide meaning rather than proof.

Areas of Agreement / Disagreement

Participants express differing views on the necessity of proof for definitions and the nature of the cross product. There is no consensus on the proof of the dot product formula, and the discussion remains unresolved regarding the foundational aspects of vector norms.

Contextual Notes

Some arguments depend on the definitions of vector operations and properties of inner product spaces, which may not be universally accepted or proven within the context of the discussion.

prashant singh
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why do we take cross product of A X B as a line normal to the plane which contains A and B. I also need a proof of A.B = |A||B|cos(theta), I have seen many proves but they have used inter product ,A.A = |A|^2, which is a result of dot product with angle = 0, we can't use this too prove the dot product formula.
First one is more important please help.
 
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prashant singh said:
why do we take cross product of A X B as a line normal to the plane which contains A and B.
You asked why, well it's because a vector product is defined that way. It's defined such that the result of the product is perpendicular to any linear combination of A and B.
prashant singh said:
I also need a proof of A.B = |A||B|cos(theta)
Consider the cosine rules for the addition and the difference between two vectors.
$$
|\vec{A}+\vec{B}|^2 = |\vec{A}|^2 + |\vec{B}|^2 + 2|\vec{A}||\vec{B}| \cos\theta \\
|\vec{A}-\vec{B}|^2 = |\vec{A}|^2 + |\vec{B}|^2 - 2|\vec{A}||\vec{B}| \cos\theta \\
$$
 
Regarding the first question: We need some fundamental operation that reflects rotations in R3 from direction A to direction B. A nice operation would be linear in both A and B and would be anti-commutative ( AxB = -BxA ). The definition of the cross product fits the bill.
 
In euclidean 2D space, if \mathbf{a} = (a \cos \phi, a \sin \phi) and \mathbf{b} = (b \cos \alpha, b \sin \alpha) then by basic trigonometry \mathbf{a} \cdot \mathbf{b} = (a \cos \phi, a \sin \phi) \cdot (b \cos \alpha, b \sin \alpha) = ab \cos \phi \cos\alpha + ab \sin \phi \sin \alpha = ab \cos(\phi - \alpha), or <br /> \mathbf{a} \cdot \mathbf{b} = \|\mathbf{a}\|\|\mathbf{b}\| \cos\theta where \theta = \phi - \alpha is the angle between \mathbf{a} and \mathbf{b}.

In arbitrary inner product spaces, \|a\| = (a \cdot a)^{1/2} is the definition of \|a\|, and after one has proven from basic properties of the inner product that |a \cdot b| \leq \|a\|\|b\| one can then define \theta by a \cdot b = \|a\|\|b\| \cos \theta.
 
So you are saying that ||a|| = (a.a)^1/2 is the defination given by the founders and there is no proof for this . But why there is no proof .
 
prashant singh said:
So you are saying that ||a|| = (a.a)^1/2 is the defination given by the founders and there is no proof for this . But why there is no proof .
In general, there is no proof for a definition. That would not be logical.

The definition tells the some meaning of something.
 
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