A New Optimization Approach for a Home Health Care Problem

Daouia, Aiane; El Amraoui, Adnen; Mesghouni, Khaled

Type de document :

Autre communication scientifique (congrès sans actes - poster - séminaire...): Communication dans un congrès avec actes

Titre :

A New Optimization Approach for a Home Health Care Problem

Auteur(s) :

Daouia, Aiane [Auteur]
Laboratoire pluridisciplinaire de recherche en ingénierie des systèmes, mécanique et énergétique [PRISME]
El Amraoui, Adnen [Auteur]
Laboratoire pluridisciplinaire de recherche en ingénierie des systèmes, mécanique et énergétique [PRISME]
Mesghouni, Khaled [Auteur]

Laboratoire d'Automatique, Génie Informatique et Signal [LAGIS]

Titre de la manifestation scientifique :

6th IESM Conference

Ville :

Séville

Pays :

Espagne

Date de début de la manifestation scientifique :

2015-10-09

Mot(s)-clé(s) en anglais :

Planning
MILP model
Home health care problem
Optimization
Human behavior

Discipline(s) HAL :

Informatique [cs]

Résumé en anglais : [en]

— This paper deals with the home health care services. The home health care services are defined as a set of medical, paramedical and social services delivered to patients in their domicile rather than in hospital. In this ...
Lire la suite >— This paper deals with the home health care services. The home health care services are defined as a set of medical, paramedical and social services delivered to patients in their domicile rather than in hospital. In this paper, a new Mixed Integer Linear Programming (MILP) model is proposed to make a planning for a home health care problem. The model is optimizing routes and rosters for the health care staffs, while problem specific constraints are satisfied. This model integrates an original concept related to the human behavior (e.g. patient behavior). The MILP model is solved using the commercial optimization software Ilog-Cplex of IBM. Computational results on several benchmarks, generated from a real living-lab (GIS MADONAH) in Bourges (France), proved that the proposed model can solve real large-sized problems within acceptable computational time.Lire moins >

Langue :

Anglais

Comité de lecture :

Oui

Audience :

Internationale

Vulgarisation :

Non

Collections :