A New Optimization Approach for a Home Health Care Problem

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

Document type :

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

Title :

A New Optimization Approach for a Home Health Care Problem

Author(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]

Conference title :

6th IESM Conference

City :

Séville

Country :

Espagne

Start date of the conference :

2015-10-09

English keyword(s) :

Planning
MILP model
Home health care problem
Optimization
Human behavior

HAL domain(s) :

Informatique [cs]

English abstract : [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 ...
Show more >— 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.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :