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README

Hi! This project is a metaheuristics program for the set covering problem.

What is this repository for?

  • setcovering-core (algorithms)
  • setcovering-analysis (uml)
  • setcovering-tests (python + rapport) TO DO
  • setcovering-report (latex) TO DO

Rapport intermédiaire

  • Trouver articles de recherche (+ les lire... ) [5/5] DONE
  • Présentation des articles DONE
  • Algorithme randomisé + résultats
  • Description du problème (énoncé, définition mathématique, applications, intérêt...) DONE
  • Description des instances
  • Idées pour implémentations

Articles

  1. Alberto Caprara, Paolo Toth, and Matteo Fischetti. Algorithms for the set covering problem. 98(1) :353–371. [LU]
  2. Rong-Long Wang and Kozo Okazaki. An improved genetic algorithm with conditional genetic operators and its application to set-covering problem. 11(7) :687–694.[LU]
  3. Zhi-Gang Ren, Zu-Ren Feng, Liang-Jun Ke, and Zhao-Jun Zhang. New ideas for applying ant colony optimization to the set covering problem. 58(4) :774–784. [LU]
  4. Marco Caserta. Tabu search-based metaheuristic algorithm for large-scale set covering problems. In KarlF. Doerner, Michel Gendreau, Peter Greistorfer, Walter Gutjahr, RichardF. Hartl, and Marc Reimann, editors, Metaheuristics, volume 39 of Operations Research/Computer Science Interfaces Series, pages 43–63. Springer US. [LU]
  5. Broderick Crawford, Ricardo Soto, Eric Monfoy, Fernando Paredes, and Wenceslao Palma. A hybrid ant algorithm for the set covering problem. 6(19) :4667–4673 [LU = NUL]