PEIP: Geophysical Inverse Theory and Optimization

Several functions introduced in Aster et al.'s book on inverse theory. The functions are often translations of MATLAB code developed by the authors to illustrate concepts of inverse theory as applied to geophysics. Generalized inversion, tomographic inversion algorithms (conjugate gradients, 'ART' and 'SIRT'), non-linear least squares, first and second order Tikhonov regularization, roughness constraints, and procedures for estimating smoothing parameters are included.

Package details

AuthorJonathan M. Lees [aut, cre]
MaintainerJonathan M. Lees <jonathan.lees@unc.edu>
LicenseGPL (>= 2)
Version2.2-5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PEIP")

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PEIP documentation built on Aug. 21, 2023, 9:10 a.m.