Fuzzy logic experience model in human resource management

  • Authors:
  • Zhen Xu;Binheng Song;Liang Chen

  • Affiliations:
  • School of Software, Tsinghua University, Beijing, P.R., China;School of Software, Tsinghua University, Beijing, P.R., China;School of Software, Tsinghua University, Beijing, P.R., China

  • Venue:
  • KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
  • Year:
  • 2005

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Abstract

Job assignment is one of most important functions in human resource management. It presents a new model which optimizes the multi-objectives allocation problem by using fuzzy logic strategic. The fuzzy experience evaluation matrix indicates the score of certain employee on certain task. The values in the matrix are based on the employee's experience. Fuzzy appraisal decision-making method provides fuzzy synthesis appraisal matrix referring to individual experience value. Then Task-Arrange or Hungarian Algorithm provides the final solution with the help of our proposed experience matrix. As a numerical example demonstrated, it is helpful to make a realistic decision on human resource allocation under a dynamic environment for organizations.