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Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration
by
Rekiek Siham,
Azmani Abdellah,
El Harzli Mohamed
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 106 - Number 4 |
| Year of Publication: 2014 |
| Authors: Rekiek Siham, Azmani Abdellah, El Harzli Mohamed |
10.5120/18507-9576
|
Rekiek Siham, Azmani Abdellah, El Harzli Mohamed . Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration. International Journal of Computer Applications. 106, 4 ( November 2014), 11-18. DOI=10.5120/18507-9576
@article{
10.5120/18507-9576,
author = {
Rekiek Siham,
Azmani Abdellah,
El Harzli Mohamed
},
title = { Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration },
journal = {
International Journal of Computer Applications
},
issue_date = { November 2014 },
volume = { 106 },
number = { 4 },
month = { November },
year = { 2014 },
issn = { 0975-8887 },
pages = {
11-18
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume106/number4/18507-9576/
},
doi = { 10.5120/18507-9576 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:38:29.961536+05:30
%A Rekiek Siham
%A Azmani Abdellah
%A El Harzli Mohamed
%T Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration
%J International Journal of Computer Applications
%@ 0975-8887
%V 106
%N 4
%P 11-18
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract
This article presents a general vision to perform a transformation of an ordinary service to an e-service as part of the modernization of a public Administration. Human resources have been opted to play an essential role in this transformation. This work is summed up in a method that helps choosing employees (functionaries) most willing to be adapted to the changes induced by the establishment of an e-service. The genetic algorithms have been chosen to be applied, on the base of criteria retained in the evaluation of employees, in order to create mutations between generations to reach a better generation.
References
- C. Atiwitayaporn, R. Vehachart, "Operation in Educational Administration Development of Values about the Sufficiency Project Presented by E-Book", Procedia - Social and Behavioral Sciences, vol. 46, 2012, Pages 363-366.
- C. Mattina, "Gouverner la démocratie locale urbaine. Comités de quartier et conseils de quartier à Marseille, Toulon et Nice", Sociologie du Travail, vol. 50, Issue 2, April–June 2008, Pages 184-199.
- V. Ratsimbazafy, "Derniers textes parus sur la gouvernance des établissements publics de santé", Actualités Pharmaceutiques Hospitalières, vol. 6, Issue 21, February 2010, Pages 52-54.
- M. Yildiz, "E-government research: Reviewing the literature, limitations, and ways forward", Government Information Quarterly, vol. 24, Issue 3, July 2007, Pages 646-665.
- M. Quéré, "Territoire et gouvernance locale : le cas de Sophia-Antipolis", Géographie Économie Société, vol. 4, Issue 2, August 2002, Pages 225-246.
- V. Béal, "Gouverner l'environnement dans les villes européennes: des configurations d'acteurs restructurées pour la production des politiques urbaines", Sociologie du Travail, vol. 52, Issue 4, October–December 2010, Pages 538-560.
- J. Andersson, "Another step for e-administration", Biometric Technology Today, vol. 15, Issue 5, May 2007, Page 9.
- I. N. E. DIAGNE, "L'exemple du sénégal, facilitation des échanges et coopération Sud Sud", Yaoundé Sept 2006.
- L. henin, "Guichet unique et intégration des TIC dans les administrations communales", Cita - cellule interfacultaire de technology assessment, Fundp namur.
- L. Urciuoli, J. Hintsa, J. Ahokas, "Drivers and barriers affecting usage of e-Customs — A global survey with customs administrations using multivariate analysis techniques", Government Information Quarterly, vol. 30, Issue 4, October 2013, Pages 473-485.
- S. H. Bhuiyan, "Modernizing Bangladesh public administration through e-governance: Benefits and challenges", Government Information Quarterly, vol. 28, Issue 1, January 2011, Pages 54-65.
- B. O. Hans, "Décentralisation et gouvernance locale, module 1 : définitions et concepts", Direction du développement et de la coopération. Ressources thématiques, section Gouvernance.
- Erin Research Inc. , "Les citoyens d'abord", Sommaire de l'étude réalisée pour le Réseau du service axé sur les citoyens, Ottawa, Centre canadien de gestion, 1998, p. 8.
- D. Nicolas, "Algorithmes génétiques et autres méthodes d'optimisation appliquées à la gestion de trafic aérien", Habilitation à diriger des recherches. Institut National Polytechnique de Toulouse, France (2004).
- J. R. Zeidi, N. Javadian, R. Tavakkoli-Moghaddam, F. Jolai, "A hybrid multi-objective approach based on the genetic algorithm and neural network to design an incremental cellular manufacturing system", Computers & Industrial Engineering, vol. 66, Issue 4, December 2013, Pages 1004-1014.
- M. Mitchell, "An introduction to genetic algorithms", MIT Press, Cambridge, Massachusetts, 1999.
- S. N. Sivanandam, S. N. Deepa, "Introduction to Genetic Algorithms", ISBN 978-3-540-73189-4 Springer Berlin Heidelberg New York, 2008.
- I. Chouchani, "Utilisation d'un algorithme génétique pour la composition de services Web," (2010).
- P. Fabien, G. Venturini, C. Guinot. "Un algorithme génétique parallèle pour la veille stratégique sur internet", Veille Stratégique Scientifique et Technologique VSST 2 (2004): 519-528.
- O. Glassey, "Developing a one-stop government data model", Government Information Quarterly, vol. 21, Issue 2, 2004, Pages 156-169.
- H. Malekzehtab, A. A. Golafshani, "Damage Detection in an Offshore Jacket Platform using Genetic Algorithm based Finite Element Model Updating with Noisy Modal Data", Procedia Engineering, vol. 54, 2013, Pages 480-490.
- B. R. Rajakumar, G. Aloysius, "APOGA: An Adaptive Population Pool Size based Genetic Algorithm", AASRI Procedia, vol. 4, 2013, Pages 288-296.
- S. A. Qureshi, S. M. Mirza, M. Arif, "Fitness function evaluation for image reconstruction using GA for parallel ray transmission tomography", IJCSNS International Journal of Computer Science and Network Security, VOL. 7 No. 1, January2007.
- C. HEDIBLE, "Algorithmes génétiques pour l'affectation de cellules à des commutateurs dans les réseaux mobiles", École polytechnique de Montréal, Septembre 2000.
- J. Koza, "Genetic programming: On the programming of computers by means of natural selection", MIT press, Cambridge, Massachusetts, 1992.
- J. Manicassamy, P. Dhavachelvan, "Gene Transinfection Directs Towards Gene Functional Enhancement Using Genetic Algorithm", IERI Procedia, vol. 4, 2013, Pages 268-274.
- S. Voisin, "Application des Algorithmes Génétiques à l'estimation de mouvement par modélisation markovienne", Stage DEA - Mars - Juin 2004.
- P. Todoroff, R. Lorion, J. D. Lan Sun Luk, "L'utilisation des algorithmes génétiques pour l'identification de profils hydriques de sol à partir de courbes réflectométriques", Comptes Rendus de l'Académie des Sciences - Series IIA - Earth and Planetary Science, vol. 327, Issue 9, November 1998, Pages 607-610.
- S. S. Li, R. C. Chen, Y. H. Chen, M. H. Wu, K. H. Leng, H. Y. Wang, "Application of Multi-Objective Genetic Algorithm to Quotation of Global Garment Companies", Procedia Computer Science, vol. 17, 2013, Pages 173-180.
- T. Back, F. Hoffmeister and H. P. Schwefel, "A Survey of Evolution Strategies", in Fourth International Conference on Genetic Algorithms, 2-9, 1991.
Index Terms
Computer Science
Information Sciences
Keywords