基于BP神经网络的家族企业契约治理模式识别与选择研究

中国管理科学 ›› 2011, Vol. 19 ›› Issue (1): 159-166.

基于BP神经网络的家族企业契约治理模式识别与选择研究

田银华^1,2, 周志强^1,2, 廖和平², 李石新²

1. 湘潭大学商学院湖南湘潭 411105;
2. 湖南科技大学湖南省"新型工业化"研究基地湖南湘潭 411201

收稿日期:2010-08-12 修回日期:2010-11-27 出版日期:2011-02-28 发布日期:2011-02-28
作者简介:田银华(1954- ),男(汉族),湖南常德人,湘潭大学商学院,教授,博士生导师,湖南科技大学党委书记,湖南省"新型工业化"研究基地负责人,研究方向:企业治理理论.
基金资助:
国家自然科学基金项目(70973035);湖南省社科规划项目(08JD37);湖南省哲学社会科学基金项目(09YBB150)

A Research on Identifying and Selecting the Contract Governance Mode of Family Enterprises Based on BP Neural Network

TIAN Yin-hua^1,2, ZHOU Zhi-qiang^1,2, LIAO He-ping², LI Shi-xin²

1. School of Business, Xiangtan University, Xiangtan 411105, China;
2. Hunan Province Research Base of "New Style of Industrialization", Hunan University of Science and Technology, Xiangtan 411201, China

Received:2010-08-12 Revised:2010-11-27 Online:2011-02-28 Published:2011-02-28

摘要/Abstract

摘要： 企业契约分为显性契约与隐性契约,家族企业契约治理按其强度可分为9种模式。本研究按误差逆传播多层前馈方法构建的25-13-3型BP神经网络模型,能有效地识别家族企业契约治理模式。由此可推知,成长期、发展期和成熟期家族企业通常会分别选择弱显强隐、中显中隐和强显强隐的契约治理模式。而家族企业经营绩效的分类分析表明,强显强隐是家族企业最有效率的契约治理模式。

关键词: 家族企业, BP神经网络, 契约治理模式识别, 契约治理模式选择

Abstract: Enterprise contracts are divided into dominant contract and recessive contract, so, the contract governance of family enterprises can be divided into nine modes by its strength agreement.The 25-13-3 type BP neural network model, which is constructed in this research by the method of multilayer forward feedback transmitting inversely error, can effectively identify the contract governance mode of family enterprises.It infers that family enterprises informative, developing and matured period always select respectively the week-dominant and strong-recessive contract governance model, the medium-dominant and medium-recessive contract governance model, and the strong-dominant and strong-recessive contract governance model.The classified analysis about the performance of family enterprises shows that the strongdominant and strong-recessive contract governance mode is the most efficient in all.

Key words: family enterprise, BP neural network, the contract governance mode

中图分类号:

F425

田银华, 周志强, 廖和平, 李石新. 基于BP神经网络的家族企业契约治理模式识别与选择研究[J]. 中国管理科学, 2011, 19(1): 159-166.

TIAN Yin-hua, ZHOU Zhi-qiang, LIAO He-ping, LI Shi-xin. A Research on Identifying and Selecting the Contract Governance Mode of Family Enterprises Based on BP Neural Network[J]. Chinese Journal of Management Science, 2011, 19(1): 159-166.

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