Why are vectors written like this: ||w||

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The notation ||w|| is commonly used to represent the norm of a vector, indicating its magnitude. While it may seem arbitrary, it is a well-agreed symbol that aligns with the concept of absolute value, which is denoted by single lines |w|. The double lines help distinguish the magnitude of vectors from other mathematical concepts, such as the absolute value of real numbers or determinants of matrices. Although there are various ways to define vector length, the Euclidean norm is the typical interpretation of this notation. Ultimately, ||w|| serves to clarify the representation of vector magnitudes in mathematical contexts.
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Is there a point to the double lines?
 
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The symbol || \cdot || (where the argument is placed where the dot is) is commonly used to represent the norm function on vectors.
 
There's no profound logic behind it then, right? Just the chosen symbol eh?
 
It's often written with single lines: |w|. Single lines also denote the absolute value of a real number, and the absolute value (also called the norm, magnitude or modulus) of a complex number. Maybe the notation started life there and spread to vectors.
 
Rasalhague said:
It's often written with single lines: |w|.

That symbol is used for absolute value and the determinant of a matrix. While it is sometimes used to denote a norm as well, but doing so is generally considered to be bad form.

Back to the OP, then: ||\text{whatever}|| just a symbol with a (somewhat) well-agreed upon meaning. The typical meaning is the Euclidean norm. There are however many ways (an infinite number of ways) to define the length of a vector. All are norms.
 
First, vectors aren't written like that! The "magnitude" of a vector is written like that. And the symbol is intended to look like "absolute value" because the magnitude of a vector is similar to and is used like the absolute value of a number.
 
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