What is the difference between norm and modulus?

In summary, the norm is defined as the length of a vector, denoted by ||a||. However, modulus |a| can also refer to the length of a vector from the origin. The difference between the two symbols is that they are used interchangeably by different authors. Norm is a more generalized concept and can refer to various types of distances, while modulus is typically specialized to real, complex, and quaternion numbers. Both terms can be ambiguous and their meaning depends on the context, but in functional analysis, modulus is often used to refer to the norm in Banach spaces.
  • #1
cks
165
0
norm is defined to be the length of the vector and we put we denote it by ||a||.

However, modulus |a| also means the length of a from the origin?

So, what is the difference between the symbol || || and | |?
 
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  • #2
There is none. Some authors use one, others use the other.
 
  • #3
I was always taught that the norm is defined to be any length which satisfies the definition of a norm, but modulus is specifically the Euclidean norm. That could have just been the instructor/book, though I suppose.
 
  • #4
The modulus is the norm on [itex]\mathbb{R} [/itex]. [itex] \left(\mathbb{R},\left| , \right| \right) [/itex] is a Banach space.
 
  • #5
I think norm is the length of a point from the origin.

whereas the modulus is more of a distance from one point to another point.

norm is just a specific case of the distance from a point to its origin.
 
  • #6
The semi-standard usage is that modulus is specialized to the reals (absolute value), complex numbers (complex modulus), and quaternions. However, some write [itex]|x|[/itex] instead of [itex]||x||[/itex] to mean norm. Norm is a very generalized concept that covers everything from Euclidean distance to distance as measured on a road grid (taxicab norm) to the L-infinity norm, and beyond. Anything that qualifies as a distance can be used as a norm. Even things much more complex and abstract than vectors can have a norm. Well-defined norms exist for matrices, for example.
 
  • #7
Actually, both norm and modulus are potentially ambiguous terms in mathematics; the intended meaning depends upon context. Generally speaking, modulus often suggests algebraico-geometric-analytic origins (as in the theory of elliptic functions) while norm tends to suggest operator algebras and functional analysis. In the context of functional analysis, esp. Banach spaces, I agree with DH about what one can reasonably expect "modulus" to denote.
 

Related to What is the difference between norm and modulus?

1. What is the definition of "norm"?

The norm of a mathematical object, such as a vector or matrix, is a measure of its size or length. It is typically defined as the square root of the sum of the squares of its components or elements.

2. What is the definition of "modulus"?

The modulus, also known as absolute value, of a real number is its distance from 0 on a number line. It is always positive and represents the magnitude of the number without regard to its sign.

3. How are norm and modulus related?

The norm and modulus are both measures of size or magnitude, but they are applied to different types of mathematical objects. The norm is used for vectors and matrices, while the modulus is used for real numbers.

4. Can the norm and modulus be negative?

No, the norm and modulus are always positive values. The norm is the square root of a sum of squares, so it cannot be negative. The modulus is the distance from 0, which is always positive.

5. How are norm and modulus used in different fields of science?

The concept of norm and modulus is used extensively in various fields of science, such as mathematics, physics, and engineering. In mathematics, they are used in the study of vector spaces and linear algebra. In physics, they are used in the calculation of forces and energy. In engineering, they are used in the design and analysis of structures and systems.

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