Yue Qi, Liu Liezhang, Tao Yuan
School of Management, Shanghai University of Engineering Science, Shanghai, 201620, China.
Sci Rep. 2024 Feb 15;14(1):3846. doi: 10.1038/s41598-024-54177-8.
In view of the fact that people pay more and more attention to the principle of "getting the position according to the person" and "adapting the person to the position" in person-position matching, a dynamic person-position matching decision method based on hesitant fuzzy numbers is proposed. First, the dynamic person-position matching problem with hesitant fuzzy numbers is described. Then, according to hesitant fuzzy evaluation matrices of positions and candidates, expected score matrices of bilateral subjects are calculated. Furthermore, based on the idea of the generalized optimal order method and the dominant correlation and the missing correlation coefficients, satisfaction means of people and positions are calculated. According to satisfaction means, growth satisfactions at each period are obtained, and then the exponential decay formula is used to determine weights of growth satisfactions. Dynamic satisfactions of bilateral subjects are calculated by aggregating initial satisfaction means and growth satisfactions. On this basis, a stable person-position matching model considering dynamic satisfactions is established and then is solved to obtain the optimal stable person-position matching scheme. Finally, the feasibility and effectiveness of the proposed method are verified by an example analysis of person-position matching. Main contributions of this paper are as follows: an effective calculation method for the missing correlation coefficient is presented; a novel effective calculation method for dynamic satisfactions is proposed by introducing the correlation parameter to combine the missing correlation coefficient with the dominant correlation coefficient; an effective stable person-position matching model considering dynamic satisfactions is established.
鉴于在人岗匹配中人们越来越重视“因岗选人”和“人适其岗”的原则,提出了一种基于犹豫模糊数的动态人岗匹配决策方法。首先,描述了带有犹豫模糊数的动态人岗匹配问题。然后,根据岗位和候选人的犹豫模糊评价矩阵,计算双边主体的期望得分矩阵。此外,基于广义最优序方法的思想以及优势关联和缺失关联系数,计算人与岗位的满意度均值。根据满意度均值,得到各时期的增长满意度,进而使用指数衰减公式确定增长满意度的权重。通过聚合初始满意度均值和增长满意度来计算双边主体的动态满意度。在此基础上,建立考虑动态满意度的稳定人岗匹配模型,然后求解以获得最优稳定人岗匹配方案。最后,通过人岗匹配的实例分析验证了所提方法的可行性和有效性。本文的主要贡献如下:提出了一种有效的缺失关联系数计算方法;通过引入关联参数将缺失关联系数与优势关联系数相结合,提出了一种新颖有效的动态满意度计算方法;建立了一种有效的考虑动态满意度的稳定人岗匹配模型。