科技型企业高管团队决策绩效评价的ELMAN神经网络模型研究 |
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引用本文: | 荣鹏飞,葛玉辉.科技型企业高管团队决策绩效评价的ELMAN神经网络模型研究[J].现代情报,2014,34(3):110-114. |
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作者姓名: | 荣鹏飞 葛玉辉 |
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作者单位: | 上海理工大学管理学院, 上海200093 |
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基金项目: | 国家社科基金项目(项目编号:11BGL014);国家软科学研究计划项目(项目编号:2013GXQ4D165);上海市教委科研创新重点项目(项目编号:14ZS117);上海市一流学科建设项目(项目编号:S1205YLXK);上海市研究生创新基金项目(项目编号:JWCXSL1201). |
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摘 要: | 针对缺乏科技型企业高管团队决策绩效评价的研究现状,构建评价指标体系,通过问卷调查的方法收集研究数据,建立科技型企业高管团队决策绩效评价的ELMAN神经网络模型,并利用MATLAB软件计算实现。研究结果表明:利用ELMAN神经网络的非确定性因果关系映射特点建立的决策绩效评价模型,能够完成决策绩效评价任务,可用于评价科技型企业高管团队的决策绩效,不仅验证了方法的有效性,而且也证明了ELMAN神经网络在建立非线性、非确定性因果关系映射模型中的强大生命力。
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关 键 词: | 科技型企业 高管团队 决策绩效评价 ELMAN神经网络模型 |
Research of ELMAN Neural Network Model for TMT Decision Performance Evaluation in Science and Technology Enterprises |
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Authors: | Rong Pengfei Ge Yuhui |
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Institution: | Business School, University of Shanghai for Science and Technology, Shanghai 200093, China |
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Abstract: | According to the research status what TMT decision performance evaluation in science and technology enterprises was short, this paper gave the evaluation index system, collected research data with questionnaires, established F_2.MAN neural network model for TMT decision performance evaluation in science and technology enterprises, and the calculation was realized with MATLAB software. The results showed that: the model of decision performance evaluation which is established by using the non deterministic causal relationship mapping characteristics of ELMAN neural network can complete the task of decision perfor- mance evaluation, it may be used to evaluate TMT decision performance in science and technology enterprises, this not only veri- ties the validity of the method, but also proves the strong vitality what puts ELMAN neural network into establishing the nonlinear and non deterministic causal relationship mapping model. |
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Keywords: | science and technology enterprises TMT decision performance evaluation EI_MAN neural network model |
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