\name{norm} \title{Matrix Norms} \alias{norm} \alias{norm,ANY,missing-method} \alias{norm,matrix,character-method} \alias{norm,Matrix,character-method} \usage{ norm(x, type, \dots) } \description{ Computes a matrix norm of \code{x} using Lapack. The norm can be the one norm, the infinity norm, the Frobenius norm, or the maximum modulus among elements of a matrix, as determined by the value of \code{type}. } \arguments{ \item{x}{ a real or complex matrix. } \item{type}{ A character indicating the type of norm desired. \describe{ \item{\code{"O"}, \code{"o"} or \code{"1"}}{specifies the one norm, (maximum absolute column sum);} \item{\code{"I"} or \code{"i"}}{specifies the infinity norm (maximum absolute row sum);} \item{\code{"F"} or \code{"f"}}{specifies the Frobenius norm (the Euclidean norm of \code{x} treated as if it were a vector); and} \item{\code{"M"} or \code{"m"}}{specifies the maximum modulus of all the elements in \code{x}.} } The default is \code{"O"}. Only the first character of \code{type[1]} is used. } \item{\dots}{further arguments passed to or from other methods.} } \value{ A numeric value of class \code{"norm"}, representing the quantity chosen according to \code{type}. } \details{ For dense matrices, the methods eventually call the Lapack functions \code{dlange}, \code{dlansy}, \code{dlantr}, \code{zlange}, \code{zlansy}, and \code{zlantr}. } \references{ Anderson, E., et al. (1994). \emph{LAPACK User's Guide,} 2nd edition, SIAM, Philadelphia. } \examples{ x <- Hilbert(9) norm(x, "1") norm(x, "I") norm(x, "F") norm(x, "M") } \keyword{algebra}