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Coupled Model of Artificial Neural Network and Grey Model for Tendency Prediction of Labor Turnover
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-14
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
The tendency of labor turnover in the Chinese enterprise shows the characteristics of seasonal fluctuations and irregular distribution of various factors, especially the Chinese traditional social and cultural characteristics.
In this paper, we present a coupled model for the tendency prediction of labor turnover.
In the model, a time series of tendency prediction of labor turnover was expressed as trend item and its random item.
Trend item of tendency prediction of labor turnover is predicted using Grey theory.
Random item of trend item is calculated by artificial neural network model (ANN).
A case study is presented by the data of 24 months in a Chinese matured enterprise.
The model uses the advantages of “accumulative generation” of a Grey prediction method, which weakens the original sequence of random disturbance factors and increases the regularity of data.
It also takes full advantage of the ANN model approximation performance, which has a capacity to solve economic problems rapidly, describes the nonlinear relationship easily, and avoids the defects of Grey theory.
American Psychological Association (APA)
Ma, Yueru& Peng, Lijun. 2014. Coupled Model of Artificial Neural Network and Grey Model for Tendency Prediction of Labor Turnover. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-508054
Modern Language Association (MLA)
Ma, Yueru& Peng, Lijun. Coupled Model of Artificial Neural Network and Grey Model for Tendency Prediction of Labor Turnover. Mathematical Problems in Engineering No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-508054
American Medical Association (AMA)
Ma, Yueru& Peng, Lijun. Coupled Model of Artificial Neural Network and Grey Model for Tendency Prediction of Labor Turnover. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-508054
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-508054