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基于模糊集和BP神经网络的企业投资决策绩效集成评价 被引量:7

Performance Integration Evaluation of Investment Decision-making of Firm Based on Fuzzy Set and BP Neural Network
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摘要 企业的投资决策绩效评价是个复杂系统,受多因素影响.基于公司的战略和利益相关者的考虑,设计了六个层面的企业投资决策绩效评价指标体系.建立了标杆瞄准和主成分分析相结合的指标体系筛选的方法,设计了基于模糊集和BP神经网络模型的企业投资决策集成评价模型,并进行了实证分析. Based on strategy of firm and stakeholders of firm, the performance measurement system of decision-making with six aspects measures including financial measures, technological innovation measures, measures of customer, measures of business process, measurement of latent capacity of development, measures of social and environment protection is designed. Measure system filtration method of Benchmarking combined with principal component analysis is built. Integration model of performance evaluation of investment decision-making based on fuzzy set and BP Neural Network is devised and experimental research has been done.
出处 《华中科技大学学报(城市科学版)》 CAS 2005年第3期25-28,共4页 Journal of Huazhong University of Science and Technology
基金 国家自然科学基金资助项目(70272033).
关键词 企业投资 绩效评价 成分分析 标杆瞄准 模糊集 BP神经网络 corporation investment performance evaluation principal component analysis benchmarking fuzzy set BP neural network
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参考文献3

  • 1McNair C J, Lynch R L, Cross K L. Do financial and nonfinancial performance measures have to agree? [J].Management Accounting, 1990,75 :28-36.
  • 2Graham Francis, Matthew Hinton, Jacky Holloway, et al . Best practice benchmarking:a route to competitiveness? [J].Journal of Air Transport Manageme nt,1999,(5) :105-112.
  • 3Simon Haykin.Neural Networks A Comprehensive Foundation[M].New York: Prentice Hall,2001.

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