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Intelligent Engineering Systems through Artificial Neural Networks Volume 18

Cihan H. Dagli
Cihan H. Dagli
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ASME Press
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In the past decade, genetic algorithms have been used in a variety of fields to find an optimal solution of the problem with several objectives. In this paper, we will deal with a human resource allocation problem with three conflicting objectives, i.e., minimizing the total costs of the staff, balancing the usage of the full-time staff, and maximizing the motivation of the staff. In human resource management, the allocation of human resources is usually done by human resource managers considering the efficiency of the staff costs and the services. However, the staffs' individual needs and their working environment should be...

1. Introduction
2. Human Resource Allocation Problems with Cost, Resource-Leveling and Motivation Objectives
3. Hybrid Multistage Decision-Based Genetic Algorithm
4. Computational Experiment
5. Conclusions
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