L1 and L2 norms in R

Question

I have a vector

e <- c(0.1, -0.1, 0.1)

and I want to calculate L1 and L2 norms. I am using

norm(e, type="2")

which works fine for L2 norm but when I change it to

norm(e, type="1")

or

norm(e, type="I")

, R-Studio returns following error:

Error in norm(e, type = "1") : 'A' must be a numeric matrix

How to resolve this?

Recommended for you: Get network issues from WhatsUp Gold. Not end users.

Answer 1

To solve the problem, usee <- as.matrix(c(0.1, -0.1, 0.1)).

right below is the body of the norm function, if type!="2", it will skip to .Internal(La_dlange(x,type)), I guess this cause type 2 special but I can't give any further explain.

function (x, type = c("O", "I", "F", "M", "2")) 
{
  if (identical("2", type)) {
    svd(x, nu = 0L, nv = 0L)$d[1L]
  }
  else .Internal(La_dlange(x, type))
}

L1 and L2 norms in R

Sign up