Internet Prospect's flow forecasting for a multi-period optimization model of offer/Demand assignment problem.

Manel Mammar (1) , Vincent Mousseau (1) , Wassila Ouerdane (1) , Alexandre Aubry (2)

1 LGI - Laboratoire Génie Industriel - EA 2606
2 Place des Leads

In this paper, we propose a forecasting system for a multi-period assignment model, where Internet prospects' flows evolve continuously over time. In particular, we show how we build a forecasting model of Internet prospects' flows while considering some characteristics of a multi-period assignment model in order to optimize and improve the marketplace's system of Place des leads (PdL). A numerical investigation is conducted based on real data of PdL application to show the benefits of introducing forecasting information to the multi-period optimization model

Mots clés: Assignment problem; multi-period optimization; Internet prospects forecasting

Domaines: Recherche opérationnelle [math.OC]; Intelligence artificielle [cs.AI]

Manel Mammar, Vincent Mousseau, Wassila Ouerdane, Alexandre Aubry. Internet Prospect's flow forecasting for a multi-period optimization model of offer/Demand assignment problem.. International Conference on computers and Industrial Engineering (CIE45), Oct 2015, Metz, France. ⟨hal-01205141⟩