cff-version: 1.2.0
abstract: "<p>This repository is part of the Ph.D. thesis of Irene S. van Droffelaar, Delft University of Technology.</p><p><br></p><p><em>coarseningFIP.zip </em>contains all algorithms and data accompanying the paper "Graph Coarsening for Fugitive Interception":</p><ul><li>Directories <em>pruning</em>, <em>consolidate_nodes</em>, <em>heuristic</em>, and <em>onthefly</em> contain the algorithms for graph coarsening. The <em>heuristic</em> coarsening algorithm is the Python implementation of the algorithm proposed by Krishnakumari et al. (2020) and can also be found in <em>heuristic_coarsening.zip</em> and <a href="https://github.com/irene-sophia/HeuristicCoarsening" target="_blank">https://github.com/irene-sophia/HeuristicCoarsening</a>.</li><li>The directory <em>HPC_results</em> contains the results of the experiments for all five road networks for all algorithms.</li><li>The directory <em>analysis</em> contains the notebooks that analyze the experiments, also including the cross-evaluation, counting the numbers of nodes in each network, and the timing experiments. Most plots in the paper are generated in the <em>compare_methods.ipynb</em> notebook.</li><li>The directory <em>data</em> contains the coarsened networks resulting from each algorithm, and the simulated routes.</li><li>The directory <em>route_simulation</em> contains the route generation code.</li></ul><p><br></p><p><em>platypus-fork.zip</em> contains the optimization algorithm.</p><p><br></p>"
authors:
  - family-names: van Droffelaar
    given-names: Irene
    orcid: "https://orcid.org/0000-0002-0204-6200"
title: "Data underlying the publication: Graph Coarsening for Fugitive Interception"
keywords:
version: 1
identifiers:
  - type: doi
    value: 10.4121/07643762-6038-4ccc-bf94-4bf56b5abeae.v1
license: CC BY-NC-ND 4.0
date-released: 2024-11-25