turfLP: TURF Analysis with Integer Linear Programming

Finds product portfolios that maximize TURF (total unduplicated reach and frequency) with integer linear programming, following Serra (2013) <doi:10.1016/j.foodqual.2012.10.001>. The maximum reach problem is the maximal covering location problem of Church and ReVelle (1974) <doi:10.1007/BF01942293>. The package solves it as an integer linear program, so it finds exact optima without enumerating every portfolio. Ties on reach are broken by frequency and then by the harmonic mean of the individual product reaches. The package also finds the smallest portfolio that reaches every reachable respondent. For related work on TURF for large data sets, see Ennis, Fayle, and Ennis (2012) <doi:10.1016/j.foodqual.2011.06.004>.

Version: 0.2.0
Depends: R (≥ 3.5.0)
Imports: highs (≥ 1.14.0), Matrix, stats
Suggests: testthat (≥ 3.0.0)
Published: 2026-10-07
DOI: 10.32614/CRAN.package.turfLP (may not be active yet)
Author: John Ennis [aut, cre], Aigora [cph, fnd]
Maintainer: John Ennis <john.m.ennis at aigora.com>
BugReports: https://github.com/aigorahub/turfLP/issues
License: MIT + file LICENSE
Copyright: See the file COPYRIGHTS.
turfLP copyright details
URL: https://github.com/aigorahub/turfLP
NeedsCompilation: no
Language: en-US
Citation: turfLP citation info
Materials: NEWS
CRAN checks: turfLP results

Documentation:

Reference manual: turfLP.html , turfLP.pdf

Downloads:

Package source: turfLP_0.2.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: turfLP_0.2.0.zip
macOS binaries: r-release (arm64): turfLP_0.2.0.tgz, r-oldrel (arm64): turfLP_0.2.0.tgz, r-release (x86_64): turfLP_0.2.0.tgz, r-oldrel (x86_64): turfLP_0.2.0.tgz

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