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Proceedings/Recueil Des Communications Année : 2015

Using mobile phone data for Spatial Planning simulation and Optimization Technologies (SPOT)

Résumé

We propose in this paper a methodology to find locations or relocations of some Dakar region amenities (home, shop, work, leisure places), that may reduce travel time or travel distance. The proposed methodology mixes multi-agent simulation with combinatorial optimization techniques; that is individual agent strategies versus global optimization using Geographical Information System. We use MATSim as a multi-agent simulator system, and need for that to generate agent plans. Some additional methods are thus proposed to generate representative agent plans from mobile phone data provided by Orange. Some preliminary numerical results are presented on the Dakar region showing the potential of the approach.
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Dates et versions

hal-02458463 , version 1 (28-01-2020)

Identifiants

  • HAL Id : hal-02458463 , version 1

Citer

Serigne Gueye, Babacar M. Ndiaye, Didier Josselin, Michael Poss, Roger Marcelin Faye, et al.. Using mobile phone data for Spatial Planning simulation and Optimization Technologies (SPOT). NetMob conference, Data For Development Challenge Senegal, Apr 2015, Boston, United States. T15, pp.251-269, 2015. ⟨hal-02458463⟩
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