normalize: Normalize a vector

In LSAfun: Applied Latent Semantic Analysis (LSA) Functions

Normalize a vector

Description

Normalizes a character vector to a unit vector

Usage

normalize(x)

Arguments

x	a numeric or integer vector

Details

The (euclidean) norm of a vector x is defined as

||x|| = \sqrt{\Sigma(x^2)}

To normalize a vector to a unit vector u with ||u|| = 1, the following equation is applied:

x' = x/ ||x||

Value

The normalized vector as a numeric

Author(s)

Fritz Guenther

Examples

normalize(1:2)


## check vector norms:

x <- 1:2

sqrt(sum(x^2))              ## vector norm
sqrt(sum(normalize(x)^2))   ## norm = 1

LSAfun documentation built on April 4, 2025, 1:44 a.m.