Nurse Scheduling Problem

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39,90 

A Case Study in a hospital

ISBN: 365982822X
ISBN 13: 9783659828225
Autor: Duka, Erjon
Verlag: LAP LAMBERT Academic Publishing
Umfang: 80 S.
Erscheinungsdatum: 29.01.2016
Auflage: 1/2016
Format: 0.5 x 22 x 15
Gewicht: 137 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 9100986 Kategorie:

Beschreibung

This project aims to apply learning of operations research and optimizing resources to practical cases. The aim of this problem is to maximize the the fairness of the schedule, while respecting all the constraints. In regards with the results obtained after some tests ILP has found a very good solution to our problem. Better values of the penalties associated to the shifts could be defined in order to represent the reality more accurately especially by taking into account the length of the shifts. The models can also be solved by means of optimization software. As shown in this paper, the current schedules can benefit from this work. My problem is NP-hard that it means unsolvable.My objective is to do the objective values ( diff =0.1). The ideal must be 0 but it is impossible.there is shown in the table in 5 shifts, 20 nurses 10 weeks. We see that when we increase the number of shift the objective value is decreasing. It is fact that when we add a shift the software must do more iterations but the penalty is decreasing. We see that with the same number of iterations the penalty is smaller when we add a shift.

Autorenporträt

I hold Bachelor degree in Computer Eng from Polytechnic University of Tirana and I have finished my Master studies in Computer Eng at Epoka University. During undergraduate studies, I have paid attention to the database systems and integer programming in scheduling problems.Now I am Head of IT Department in University of Durres FASTIP

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