Covering Models - Githubissues

alan-turing-institute / spatial-inequality

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Covering Models #36

Open jack89roberts opened 2 years ago

jack89roberts commented 2 years ago

Seems to one way what we're doing is described in the literature, specifically a "Maximum Coverage Location Problem (MCLP)".

jack89roberts commented 2 years ago

E.g. Alan Murray

"Open‑source approaches for location cover models: capabilities and efficiency", Journal of Geographical Systems (2021) 23:361–380, https://doi.org/10.1007/s10109-021-00350-w
- https://link.springer.com/content/pdf/10.1007/s10109-021-00350-w.pdf
- Links to this Python package: https://github.com/apulverizer/pyspatialopt, which has an updated version (in progress?): https://github.com/apulverizer/allagash/
Location Covering Models (Book), Springer, 2018, https://doi.org/10.1007/978-3-319-99846-6
- https://link.springer.com/book/10.1007/978-3-319-99846-6

jack89roberts commented 2 years ago

Rick Church

"Generating optimal and near-optimal solutions to facility location problems", Urban Analytics and City Science 2020, Vol. 47(6) 1014–1030, http://dx.doi.org/10.1177/2399808320930241
- https://journals.sagepub.com/doi/pdf/10.1177/2399808320930241
"Tobler’s Law and Spatial Optimization: Why Bakersfield?", International Regional Science Review 2018, Vol. 41(3) 287-310, https://doi.org/10.1177/0160017616650612
- https://journals.sagepub.com/doi/pdf/10.1177/0160017616650612

jack89roberts commented 2 years ago

Nice paper comparing NSGA2 to an exact solver: https://www.mdpi.com/2076-3417/11/23/11393 (https://doi.org/10.3390/app112311393)

Changaival, Boonyarit, Kittichai Lavangnananda, Grégoire Danoy, Dzmitry Kliazovich, Frédéric Guinand, Matthias Brust, Jedrzej Musial, and Pascal Bouvry. 2021. "Optimization of Carsharing Fleet Placement in Round-Trip Carsharing Service" Applied Sciences 11, no. 23: 11393. https://doi.org/10.3390/app112311393