A Model for Evaluating Pilots’ Competency Based on Entropy Weight-AHP Method and TOPSIS

被引：0
|
作者：
Guo C. [1 ,2 ]
You J. [1 ]
Peng B. [1 ]
Xu H. [2 ]
机构：
[1] School of Economics and Management, Tongji University, Shanghai
[2] Civil Aircraft Flight Test Center, Commercial Aircraft Corporation of China Ltd., Shanghai
来源：
Tongji Daxue Xuebao/Journal of Tongji University | 2023年 / 51卷 / 12期
关键词：
analytic hierarchy process (AHP); entropy weight method; evaluation indicators; pilot competency; technique for order preference by similarity to ideal solution (TOPSIS);
D O I：
10.11908/j.issn.0253-374x.22329
中图分类号：
学科分类号：
摘要：
By combining the entropy weight method，the analytic hierarchy process（AHP），and the technique for order preference by similarity to ideal solution（TOPSIS），a multi criteria decision-making framework for evaluating pilots’ competency is proposed. First， based on the research of pilot competency indicators framework at home and abroad，an evaluation indicators system for pilot competency is constructed. Next，the entropy weight method is used to weigh the core competency indicators of pilots. Then，the AHP is used by experts to weight psychological competence and style competence indicators，and an integrated weight indicators system is established. Finally，based on the weight of evaluation indicators，the TOPSIS method is used to rank the pilots’ competency. The feasibility of the proposed method is verified by applying it to the competency assessment of airline pilots. © 2023 Science Press. All rights reserved.
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页码：1983 / 1990
页数：7
相关论文
共 23 条
  • [1] Evidence-based training implementation guide［EB/ OL］
  • [2] Pilot aptitude testing： guidance material and best practices［EB/OL］
  • [3] Doc 9868，Procedures for air navigation services — Training［EB/OL］
  • [4] SPENCER L M., Competence at work［M］, (1993)
  • [5] DUBOIS D., Competency of based performance：a strategy for organizational change［M］, (1993)
  • [6] Competence specificities in organizations ［J］, International Studies of Management & Organization, 28, 1, (1998)
  • [7] ZHONG Lifeng, SHI Kan, The new development of the research of competencies ［J］, Nankai Business Review, 6, 2, (2003)
  • [8] ZHAO Haitao, A survey on competence theory and its application［J］, Science and Management, 29, 4, (2009)
  • [9] Maria VELAZQUEZ, David CLAUDIO, Ravi RAVINDRAN A, Experiments in multiple criteria selection problems with multiple decision makers［J］, International journal of operational research, 7, 4, (2010)
  • [10] FORMAN E H., Group decision support with the analytic hierarchy process［J］, Decision support systems, 8, 2, (1992)
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