ShortForm: Automatic Short Form Creation

Performs automatic creation of short forms of scales with an ant colony optimization algorithm and a Tabu search. As implemented in the package, the ant colony algorithm randomly selects items to build a model of a specified length, then updates the probability of item selection according to the fit of the best model within each set of searches. The algorithm continues until the same items are selected by multiple ants a given number of times in a row. On the other hand, the Tabu search changes one parameter at a time to be either free, constrained, or fixed while keeping track of the changes made and putting changes that result in worse fit in a "tabu" list so that the algorithm does not revisit them for some number of searches. See Leite, Huang, & Marcoulides (2008) <doi:10.1080/00273170802285743> for an applied example of the ant colony algorithm, and Marcoulides & Falk (2018) <doi:10.1080/10705511.2017.1409074> for an applied example of the Tabu search.

Getting started

Package details

AuthorAnthony Raborn [aut, cre], Walter Leite [aut]
MaintainerAnthony Raborn <[email protected]>
LicenseLGPL (>= 2.0, < 3) | Mozilla Public License
Version0.4.2
URL https://github.com/AnthonyRaborn/ShortForm
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ShortForm")

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ShortForm documentation built on Oct. 17, 2018, 9:07 a.m.