Mathematics

What is the difference between scalar values and vectors?

What is a scalar?

Stated simply a scalar has a magnitude, only. Typically scalar values are real numbers. For example, the number four is a scalar value, where four is the magnitude.

What is a vector?

A vector has a magnitude like a scalar, but it also has a direction. For example, a vector might be expressed as <2, 3>. This notation breaks down the vector into its components. Another notation for vectors is polar notation. An example of polar notation is 4 at angle 45 degrees. This notation identifies the magnitude and the direction.

In practice, both scalars and vectors typically also are expressed with units. For example, saying the length of something is four is meaningless without units. Saying something is 4 meters in length makes the value usable.

Converting vectors to scalars

Sometimes we are not concerned with the direction of a vector, and simply want to know it's magnitude. In this case, we can take magnitude of the vector. In polar notation getting a magnitude of a vector is relatively simple. In the example above of four at angle 45°, the magnitude is four.

In the other vector example above, <2, 3>, to get the magnitude, we can employ trigonometry. The two magnitudes two and three can be envisioned as forming the adjacent at opposite sides of a triangle. Then the vector's magnitude is the length of the hypotenuse of the triangle. So, by the Pythagorean theorem, we know that the link to the hypotenuse would be sqrt(2*2 + 3*3) or sqrt(4+9) or sqrt(13).

What is an Order of Magnitude? How big is an Order of Magnitude?

To say that something is an order of magnitude greater than something else means that it is 10 times greater. For example, if we say that value Y is an order of magnitude greater than value X, then Y=(10)(X).

As a real world example let's consider computer memory. If for example we have 1 MB of memory, and we expanded to 1 GB of memory, our new amount of memory would be three orders of magnitude greater than our original amount of memory.

1 GB = 1000 MB = (10)(10)(10)(1 MB)

Note: it is also often said that 1 GB is equal to 1024 MB. However, for the purpose of this article to illustrate orders of magnitude, we will consider 1 GB to be equal to 1000 MB.

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