Vector Definition: Magnitude & Direction Effects

In summary, vectors are defined as elements of a vector space and are independent of coordinate systems. However, when considering a vector through its components, its behavior under coordinate transformations, such as rotations, must be taken into account.
  • #1
hokhani
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Why we can not define a vector as a quantity which has magnitude and direction? Why we define the vectors according to behavior of its components in rotated coordinate-frames?
 
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  • #2
Vectors are, by definition, the elements of a vector space. In my opinion, other definitions are corollaries in disguise.
 
  • #3
Vectors and tensors in general are mathematically defined independent of coordinate systems. This emphasizes the fact that they are geometrical objects which don't care about your preference for a certain coordinate system. If you regard a vector via its components as an array {a,b,...} which you can assign a length to, it looks like vectors cannot exist without the choice of coordinates.

From the coordinate-free definition it follows that the components (!) have a certain behaviour under coordinate transformations, like the rotations you mentioned.
 
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FAQ: Vector Definition: Magnitude & Direction Effects

What is a vector?

A vector is a mathematical quantity that has both magnitude (size) and direction. It is represented by an arrow, with the length of the arrow representing its magnitude and the direction of the arrow representing its direction.

What is the difference between magnitude and direction?

Magnitude refers to the size or amount of a vector, while direction refers to the orientation or angle of the vector. Both magnitude and direction are necessary to fully describe a vector.

How do you represent a vector?

A vector can be represented graphically as an arrow, with its length and direction indicating its magnitude and direction. It can also be represented mathematically using coordinates or components.

How are vector magnitudes and directions related?

The magnitude and direction of a vector are independent of each other. This means that changing the direction of a vector does not affect its magnitude, and vice versa. However, the overall effect of a vector can change depending on its direction.

What are some real-life examples of vectors?

Some real-life examples of vectors include velocity (speed and direction of motion), force (magnitude and direction of push or pull), and displacement (distance and direction of movement). Vectors are also used in navigation, engineering, and physics to represent various quantities and phenomena.

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