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Ramp-Up health care system

Forum 'Stages' - Sujet créé le 25/11/2022 par Thierry Garaix (168 vues)


Le 25/11/2022 par Thierry Garaix :

MASTER INTERNSHIP --- Ramp-Up health care system

Duration: 6 months – Starting between February and April 2023

Salary: about 550€/month

Supervisors: Garaix Thierry, Nardin Luis, Medini Khaled

Email: garaix@emse.fr Phone: +33477426641

Institutions: CIS Mines Sainté – LIMOS CNRS

Adress : 10 rue de la Marandière 42270 Saint Priest en Jarez

Keywords

  1. Business process modeling

  2. Multiagent systems

  3. Health care systems

Description

Face to a pandemic the health care network has to increase quickly its capacity of care. In a previous research work, a simplified centralized optimization model has been developed in order to compute a resource management plan for a hospital network according to the forecast of the flow of patients. This model has, however, two main drawbacks:

  1. hospitals’ difficulty in changing their capacity is modeled as a single weight in an objective function.

  2. individual hospitals’ governance and strategy are not taken into account.

This work has the objective to overcome these two drawbacks by modeling the problem using BPMN and assessing hospitals’ strategies using Multiagent Systems (MAS) simulation. In particular,

  1. to elaborate a more detailed model of the hospitals’ strategy (i.e., decision-making process) to identify delays and costs to reach the new targeted capacity.

  2. to evaluate the impact on the outcome of the coordination of these individual hospitals’ strategies and compare with the centralized optimization solution.

Thus, the internship aims to address the ramp-up problem in healthcare facilities by exploring agile methods in conjunction with modeling and simulation.

The internship will be conducted within the framework of the RAMP-UP II project.

Desired Skills

  • Process modeling tools like BPMN.

  • Computer programming (ex: Java).

  • Knowledge of Multi-Agent Systems (MAS) modeling will be valued.


 







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