Abstract
This work deals with the multi-objective optimization problem, Personnel Assignment Problem with Hierarchical Ordering and Team Constraints, which appears in personnel assignment of large hierarchical organizations, such as military. Weighted Sum Method, which is one of the pioneering approaches towards multi-objective optimization, is considered as the means of solution to the problem. The adaptation of this intuitive and successful method to the problem, and an analysis on fine-tuning of its various parameters are discussed in this paper.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Davis, L.: Applying adaptive algorithms to epistatic domains. In: Proceedings of the International Joint Conference on Artificial Intelligence, pp. 162–164 (1985)
Goldberg, D. E., Linge, Jr.R.: Alleles, loci and the TSP. In: Proceedings of the 1st International Conference Genetic Algorithms and Their Applications, Hillsdale, NJ, pp. 154-159 (1985)
Liu, X., Begg, D., Fishwick, R.J.: Genetic approach to optimal topology/controller design of adaptive structures. Int. J. Numer. Method. Eng. 41, 815–830 (1998)
Oliver, I.M., Smith, D.J., Holland, J.R.C.: A study of permutation crossover operators on the traveling salesman problem. In: Proceedings of the second International Conference on Genetic Algorithms, 224–230 (1987)
Rao, S.S.: Optimization: theory and applications. Wiley, New York (1984)
Rubenstein-Montano, B., Malaga, R.A.: A weighted sum genetic algorithm to support multiple-party multiple-objective negotiations. IEEE Trans. Evol. Comput. 6(4), 366–377 (2002)
Toroslu, I.H., Arslanoglu, Y.: Genetic algorithm for the personnel assignment problem with multiple objectives. Inf. Sci. 177(3), 787–803 (2007)
Ucoluk, G.: Genetic algorithm solution of the TSP avoiding special crossover and mutation. Intell. Autom. Soft Comput. 3(8), TSI Press, 265–272 (2002)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag London Limited
About this paper
Cite this paper
Arslanoglu, Y., Toroslu, I.H. (2011). Adaptation and Fine-Tuning of the Weighted Sum Method on Personnel Assignment Problem with Hierarchical Ordering and Team Constraints. In: Gelenbe, E., Lent, R., Sakellari, G. (eds) Computer and Information Sciences II. Springer, London. https://doi.org/10.1007/978-1-4471-2155-8_73
Download citation
DOI: https://doi.org/10.1007/978-1-4471-2155-8_73
Published:
Publisher Name: Springer, London
Print ISBN: 978-1-4471-2154-1
Online ISBN: 978-1-4471-2155-8
eBook Packages: EngineeringEngineering (R0)