Evolutionary Approach for Multi-Objective Scheduling in Surgical Unit

Chandoul, Wided; Hammadi, Slim; Camus, Hervé; Zgaya, Hayfa; Di Pompeo, Christophe; Trincaretto, Francis

Document type :

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

Title :

Evolutionary Approach for Multi-Objective Scheduling in Surgical Unit

Author(s) :

Chandoul, Wided [Auteur]
LAGIS-OSL
Hammadi, Slim [Auteur]

LAGIS-OSL
Camus, Hervé [Auteur]
LAGIS-OSL
Zgaya, Hayfa [Auteur]

Institut Lillois d'Ingénierie de la Santé [ILIS]
Di Pompeo, Christophe [Auteur]
Institut Lillois d'Ingénierie de la Santé [ILIS]
Trincaretto, Francis [Auteur]

Conference title :

Conférence Francophone Gestion et Ingénierie des Systèmes Hospitaliers (GISEH 2012)

City :

Quebec

Country :

Canada

Start date of the conference :

2012-08-30

English keyword(s) :

Health logistics
surgical unit
scheduling
resources assignment
evolutionary algorithms

HAL domain(s) :

Informatique [cs]/Recherche opérationnelle [cs.RO]

English abstract : [en]

Currently Sambre-Avesnois Hospital doesn't have a system to generate schedule taking into account operating theatre constraints and objectives. This workload is a part of the surgical unit supervisor's responsibilities. ...
Show more >Currently Sambre-Avesnois Hospital doesn't have a system to generate schedule taking into account operating theatre constraints and objectives. This workload is a part of the surgical unit supervisor's responsibilities. It is done manually, which makes it more susceptible to errors and can be extremely timeconsuming. However, the surgical unit supervisor has already other daily responsibilities which are as important as this task. Thus, our work handles the conception and the realization of a computer-aided which schedules surgeries by optimizing the program of the unit. Firstly, we have made an analogy between the functioning of the surgical unit and the flexible job shop problem. And so the idea of conceive a scheduling tool using an evolutionary approach was born. Furthermore we found a codification close to the reality. Then we implemented the various adapted genetic operators and realized a simulation with Java for one day in the surgical unit. We also made a comparative study with the static method currently used in the Sambre-Avesnois Hospital to demonstrate the efficiency of our model.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Non spécifiée

Popular science :

Non

Collections :