Other packages > Find by keyword >

edmcr  

Euclidean Distance Matrix Completion Tools
View on CRAN: Click here


Download and install edmcr package within the R console
Install from CRAN:
install.packages("edmcr")

Install from Github:
library("remotes")
install_github("cran/edmcr")

Install by package version:
library("remotes")
install_version("edmcr", "0.2.0")



Attach the package and use:
library("edmcr")
Maintained by
R. Wayne Oldford
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-21
Latest Update: 2021-09-10
Description:
Implements various general algorithms to estimate missing elements of a Euclidean (squared) distance matrix. Includes optimization methods based on semi-definite programming found in Alfakih, Khadani, and Wolkowicz (1999), a non-convex position formulation by Fang and O'Leary (2012), and a dissimilarity parameterization formulation by Trosset (2000). When the only non-missing distances are those on the minimal spanning tree, the guided random search algorithm will complete the matrix while preserving the minimal spanning tree following Rahman and Oldford (2018). Point configurations in specified dimensions can be determined from the completions. Special problems such as the sensor localization problem, as for example in Krislock and Wolkowicz (2010), as well as reconstructing the geometry of a molecular structure, as for example in Hendrickson (1995), can also be solved. These and other methods are described in the thesis of Adam Rahman(2018).
How to cite:
R. Wayne Oldford (2017). edmcr: Euclidean Distance Matrix Completion Tools. R package version 0.2.0, https://cran.r-project.org/web/packages/edmcr. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1 (2017-09-21 18:57), 0.2.0 (2021-09-10 12:40)
Other packages that cited edmcr R package
View edmcr citation profile
Other R packages that edmcr depends, imports, suggests or enhances
Complete documentation for edmcr
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA