Does Vector Projection Depend on the Magnitude of Both Vectors?

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In summary, the projection of a vector U onto another vector V is equal to U cos x, where U is the magnitude of U and x is the angle between the two vectors. This projection is independent of the magnitude of V. The dot product, while sometimes used to represent projection, is not exactly the same, as it produces a scalar instead of a vector. However, when the vector projected onto is a unit vector, the dot product can be used to calculate the scalar projection. The dot product also depends on the lengths of both vectors, as it is equal to the product of their magnitudes and the cosine of the angle between them.
  • #1
Zorodius
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Meaning of "projection"

Suppose you have two vectors, U and V.

Is it correct that the "projection" of vector U onto vector V is equal to U cos x, where U is the magnitude of vector U, and x is the angle between the two vectors? Specifically, is it correct that the projection of one vector onto another vector does not depend on the magnitude of the vector you are projecting on to?

If yes, is it also correct to say that the dot product does not represent a projection, unless you are projecting onto the unit vector?
 
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  • #2
The projection of u onto v is

[tex]\begin{equation*}
\begin{split}
\textrm{proj}_{\mathbf v} \mathbf u &= \frac{ \left| \mathbf u \cdot \mathbf v \right| }{ \left| \mathbf v \right|^2} \, \mathbf v\\
&= \frac{ \left| \mathbf u \right| \left| \mathbf v \right| \cos \theta}{ \left| \mathbf v \right|^2} \, \mathbf v
\end{split}
\end{equation*}[/tex]

The projection does not depend on the length of the vector projected onto.

The dot product never represents a projection, because the dot product produces a scalar (number), while projection is an operation that produces a vector. I see what you're trying to say, however -- when the vector projected onto is a unit vector, its length is 1 and "disappears" from the denominators above.

- Warren
 
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  • #3
I believe that is correct for the scalar projection of U on V. I suppose you can say that the dot product is not exactly a projection, but a lot of the time you'll see the scalar projection of U on V given as U*V/|V|, where * represents the dot product operation.
 
  • #4
Or, the dot product is the product of the magnitude of the projection and the magnitude of the vector onto which the projection is made.
 
  • #5
The dot produkt depends on the lengths of both vectors.
The dot produkt gives the length of the first vector times the lenth of the second vector times the cosine of the angle between them:
v1 dot v2 = Length(v1) * length(v2) * cos(angle)
so if in Zorodius question the length of V is 1 than his dot produkt gives him U cos(x)
 

FAQ: Does Vector Projection Depend on the Magnitude of Both Vectors?

What is the meaning of projection?

Projection refers to the process of creating a mental image or idea of something that is not physically present. It can also refer to the act of extending or projecting a physical object onto a surface or screen.

How is projection used in science?

In science, projection is often used in the context of mapping and imaging. Scientists use various forms of projection, such as cartographic projection and orthographic projection, to create maps and diagrams that accurately represent the Earth's surface or other objects.

What is the difference between a projection and a prediction?

A projection is an estimate or forecast based on current data and trends, while a prediction is a statement about what may happen in the future. Projections are often used in scientific research and analysis, while predictions are more commonly used in everyday language.

Is projection always accurate?

No, projection is not always accurate. It is based on current data and assumptions, and can be affected by unforeseen changes or variables. However, it is a useful tool for making informed decisions and planning for the future.

How does the concept of projection relate to psychology?

In psychology, projection refers to the unconscious act of attributing one's own thoughts, feelings, or characteristics onto another person or object. It is considered a defense mechanism and can affect interpersonal relationships and self-awareness.

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