Title :
Caregivers´ assignment problem in home health care structures
Author :
Errarhout, Afrae ; Kharraja, Said ; Zorkani, Izeddine
Author_Institution :
Lab. d´Anal. des Signaux & des Processus Ind., Univ. Jean Monnet St.-Etienne, Roanne, France
Abstract :
In this paper we introduce a caregivers´ assignment problem related to the health home care (HHC) structures. This problem uses the generalized assignment problem as a reference. However, we consider more factors and constraints in order to better illustrate the real case. We take into account the caregivers (nurses) qualifications and capacity and we also include the districts where the patients live. The caregivers´ capacity is the sum of the total visit time (the cares´ workload) and the total travel time (the travels´ workload). This problem´s aim is to allocate the nurses while securing their workload equilibrium. We present a mixed integer linear programming model and the computational tests were done using CPLEX and produced good results very quickly.
Keywords :
health care; integer programming; linear programming; CPLEX; HHC structures; caregiver assignment problem; generalized assignment problem; home health care structures; mixed integer linear programming model; total travel time; workload equilibrium; Heuristic algorithms; Linear programming; Mathematical model; Medical services; Planning; Qualifications; Routing; HHC; Mixed Integer Linear Programming; assignment problem;
Conference_Titel :
Industrial Engineering and Systems Management (IESM), Proceedings of 2013 International Conference on
Conference_Location :
Rabat