A solution of human resource allocation problem in a case of hotel management

Kayoko Murakami, Seren Ozmehmet Tasan, Mitsuo Gen, Takashi Oyabu

研究成果: Conference contribution

2 引用 (Scopus)

抜粋

The purpose of this study is to optimally allocate the human resources to tasks while minimizing the total daily human resource costs and smoothing the human resource usage. This human resource allocation problem (hRAP) has two kinds of special constraints, i.e. operational precedence and skill constraints in addition to the ordinary constraints. To deal with the multiple objectives and the special constraints, first we designed this hRAP as a network problem and then proposed a Pareto multistage decision-based genetic algorithm (P-mdGA) to solve it. During the evolutionary process of P-mdGA, a Pareto evaluation procedure called generalized Pareto-based scale-independent fitness function approach was used to evaluate the solutions. Additionally, in order to improve the performance of P-mdGA, we used fuzzy logic controller for fine-tuning genetic parameters. Finally, in order to demonstrate the applicability and to evaluate the performance of the proposed approach, P-mdGA was applied to solve a case study in a hotel, where the managers usually need helpful automatic support for effectively allocating hotel staff to hotel tasks.

元の言語English
ホスト出版物のタイトル40th International Conference on Computers and Industrial Engineering
ホスト出版物のサブタイトルSoft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010
DOI
出版物ステータスPublished - 2010
イベント40th International Conference on Computers and Industrial Engineering, CIE40 2010 - Awaji, Japan
継続期間: 2010 7 252010 7 28

出版物シリーズ

名前40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010

Conference

Conference40th International Conference on Computers and Industrial Engineering, CIE40 2010
Japan
Awaji
期間10/7/2510/7/28

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Software

フィンガープリント A solution of human resource allocation problem in a case of hotel management' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Murakami, K., Tasan, S. O., Gen, M., & Oyabu, T. (2010). A solution of human resource allocation problem in a case of hotel management. : 40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010 [5668447] (40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010). https://doi.org/10.1109/ICCIE.2010.5668447