A vector’s magnitude is its nonnegative Euclidean length: for , , and for , , as justified by the Pythagorean theorem. The calculation shows why component signs do not affect length, distinguishes magnitude from direction, and supports distance, displacement, and applications involving vectors; abstract norms and more advanced vector spaces are not included.
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The magnitude of a vector is its length, so it is always nonnegative.
For a two-dimensional vector , use
This comes from the Pythagorean theorem: the vector’s components form the two legs of a right triangle.
Find the magnitude of
Step 1: Identify the components.
The components are and .
Step 2: Square each component.
Notice that the negative sign disappears when squaring. A vector pointing left or right by the same amount has the same length.
Step 3: Add the squared components.
Step 4: Take the square root.
Therefore, the vector’s magnitude is
The magnitude tells us the vector’s length, not its direction. The vector points in a different direction from , but both have magnitude .
For a three-dimensional vector , include all three components:
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