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Definition of Normed Space

A normed space or a normed vector space is a vector space over real or complex numbers on which a norm is defined. A norm is a real-valued function ||•|| defined on a vector space V with scalars in a field 𝔽 (the real numbers or the complex numbers) such that satisfies following properties:

1. ||x|| = 0 only if x = 0.

2. For every x ∈ V and ɑ ∈ 𝔽, ||ɑx|| = |ɑ| ||x||.

3. For every x,y ∈ V, ||x + y|| ≤ ||x|| + ||y|| (triangle inequality).


Maybe someone would be thinking the property "||x|| ≥ 0 for all x ∈ V (nonnegative)" must be included in the definition. This property actually can be proved by using the three other properties.


Example

 On the set of continous function C[a,b], we can define a norm |||| which given by


 ||f||=maxaxb|f(x)| for every function fC[a,b]




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