Package 'lamW'

Title: Lambert-W Function
Description: Implements both real-valued branches of the Lambert-W function (Corless et al, 1996) <doi:10.1007/BF02124750> without the need for installing the entire GSL.
Authors: Avraham Adler [aut, cph, cre]
Maintainer: Avraham Adler <[email protected]>
License: BSD_2_clause + file LICENSE
Version: 2.2.4
Built: 2024-11-13 05:14:20 UTC
Source: https://github.com/aadler/lamw

Help Index


Lambert-W Function

Description

Implements both real-valued branches of the Lambert-W function (Corless et al, 1996) <doi:10.1007/BF02124750> without the need for installing the entire GSL.

Details

The DESCRIPTION file:

Package: lamW
Type: Package
Title: Lambert-W Function
Version: 2.2.4
Date: 2024-06-16
Authors@R: c(person(given="Avraham", family="Adler",role=c("aut", "cph", "cre"), email="[email protected]", comment = c(ORCID = "0000-0002-3039-0703")))
Description: Implements both real-valued branches of the Lambert-W function (Corless et al, 1996) <doi:10.1007/BF02124750> without the need for installing the entire GSL.
License: BSD_2_clause + file LICENSE
Imports: Rcpp, RcppParallel
LinkingTo: Rcpp, RcppParallel
SystemRequirements: GNU make
Suggests: covr, tinytest, methods
NeedsCompilation: yes
URL: https://github.com/aadler/lamW
BugReports: https://github.com/aadler/lamW/issues
UseLTO: yes
Config/pak/sysreqs: make
Repository: https://aadler.r-universe.dev
RemoteUrl: https://github.com/aadler/lamw
RemoteRef: HEAD
RemoteSha: 1ee5753f9337c1b117def5525fd8c00e222adba9
Author: Avraham Adler [aut, cph, cre] (<https://orcid.org/0000-0002-3039-0703>)
Maintainer: Avraham Adler <[email protected]>

Index of help topics:

lamW-package            Lambert-W Function
lambertW0               Lambert-W Function

Author(s)

Avraham Adler [aut, cph, cre] (<https://orcid.org/0000-0002-3039-0703>) Maintainer: Avraham Adler <[email protected]>


Lambert-W Function

Description

The Lambert-W function is defined as the multivalued inverse of the function z=f(W)=WeWz = f(W) = We^W. The function has two branches. The principal branch is defined on the interval [1e,+)\left[-\frac{1}{e}, +\infty\right) and is always greater than or equal to 1-1. The second branch is defined on the interval [1e,0)\left[-\frac{1}{e}, 0\right) and is always less than or equal to 1-1. The real-valued function is not defined for values less than 1e-\frac{1}{e}.

Usage

lambertW0(x)
lambertWm1(x)

Arguments

x

numeric vector of values

Details

The Lambert-W function is defined for all real x1ex \geq -\frac{1}{e}. It has two values in the interval (1e,0)\left(-\frac{1}{e}, 0\right). The values strictly greater than 1-1 are assigned to the “principal” branch, also referred to as W0W_0, and the values strictly less than 1-1 are assigned to the “secondary” branch, referred to as W1W_{-1}. For non-negative xx, only the principal branch exists as the other real-valued branch approaches negative infinity as xx approaches 00. The algorithms used to calculate the values predominantly follow those in the reference with some simplifications. There are many applications in which the Lambert-W function is useful, such as combinatorics, physics, and hydrology. The interested reader is directed to the references for more detail.

Value

Both functions return the appropriate values in the intervals for which they are defined. Outside of those intervals, they will return NaN, except that lambertW0(Inf) will return its limit Inf and lambertWm1(0) will return its limit -Inf.

Author(s)

Avraham Adler [email protected]

References

Corless, R. M., Gonnet, G. H., Hare, D. E., Jeffrey, D. J., Knuth, D. E. 1996 "On the Lambert W function", Advances in Computational Mathematics, 5, 329–359, Springer <doi:10.1007/BF02124750>

Fritsch, F. N.; Shafer, R. E. & Crowley, W. P. 1973 "Solution of the transcendental equation (we^w = x)", Communications of the ACM, 16, 123–124, Association for Computing Machinery (ACM) <doi:10.1145/361952.361970>

See Also

This package provides similar functionality to the Lambert functions in the gsl package without having to obtain or install the entire GSL.

Examples

lambertW0(exp(1))      ## Should equal 1, as 1 * exp(1) = e.
lambertW0(0)           ## Should equal 0, as 0 * exp(0) = 0.
lambertW0(-exp(-1))    ## Should equal -1.
lambertWm1(-exp(-1))   ## Should also equal -1.
A <- -2 * exp(-2)
lambertWm1(A)          ## Should equal -2