Dot product scalar distributivity

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SUMMARY

The discussion centers on the scalar distributivity of the dot product, specifically the equation ##(\alpha\vec{a})\cdot b = \alpha(\vec{a}\cdot\vec{b})##. It is clarified that while the magnitude of the scalar multiplication is represented as ##|\alpha|(\vec{a}\cdot\vec{b})##, the angle between the vectors changes when the scalar is negative, affecting the dot product. The conclusion emphasizes that the angle ##\theta## between the vectors ##\vec{a}## and ##b## differs from the angle between ##\alpha \vec{a}## and ##b## when ##\alpha = -1##, leading to the correct interpretation of the dot product as ##(-\vec{a})\cdot b = -(\vec{a}\cdot\vec{b})##.

PREREQUISITES
  • Understanding of vector operations, specifically dot products
  • Familiarity with scalar multiplication in vector spaces
  • Knowledge of trigonometric relationships in vector geometry
  • Ability to visualize angles between vectors in 2D space
NEXT STEPS
  • Study the properties of dot products in vector algebra
  • Learn about scalar multiplication effects on vector angles
  • Explore geometric interpretations of vector operations
  • Investigate the implications of negative scalars on vector relationships
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Students of mathematics, physics, and engineering, particularly those focusing on linear algebra and vector calculus, will benefit from this discussion.

archaic
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I'm having a little trouble with this :
We have ##(\alpha\vec{a})\cdot b = \alpha(\vec{a}\cdot\vec{b})## but shouldn't it be ##|\alpha|(\vec{a}\cdot\vec{b})## instead since ##||\alpha \vec{a}||=|\alpha|.||\vec{a}||## ?

##(\alpha\vec{a})\cdot b = ||\alpha\vec{a}||.||\vec{b}||.\cos\theta = |\alpha|.||\vec{a}||.||\vec{b}||.\cos\theta = |\alpha|(\vec{a}\cdot\vec{b})##
 
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archaic said:
I'm having a little trouble with this :
We have ##(\alpha\vec{a})\cdot b = \alpha(\vec{a}\cdot\vec{b})## but shouldn't it be ##|\alpha|(\vec{a}\cdot\vec{b})## instead since ##||\alpha \vec{a}||=|\alpha|.||\vec{a}||## ?

##(\alpha\vec{a})\cdot b = ||\alpha\vec{a}||.||\vec{b}||.\cos\theta = |\alpha|.||\vec{a}||.||\vec{b}||.\cos\theta = |\alpha|(\vec{a}\cdot\vec{b})##

Clearly ##(-\vec{a})\cdot b = -(\vec{a}\cdot\vec{b})##

Where you have gone wrong is assuming that ##\theta## is the same angle between vectors ##\vec{a}, \vec{b}## and ##\alpha \vec{a}, \vec{b}##. If you draw a diagram for 2D vectors with ##\alpha = -1## you'll see that this changes the angle.
 
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PeroK said:
Clearly ##(-\vec{a})\cdot b = -(\vec{a}\cdot\vec{b})##

Where you have gone wrong is assuming that ##\theta## is the same angle between vectors ##\vec{a}, \vec{b}## and ##\alpha \vec{a}, \vec{b}##. If you draw a diagram for 2D vectors with ##\alpha = -1## you'll see that this changes the angle.
Right, thank you!
 

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