摘要
项目选择对私募股权投资机构是否能够盈利起着决定性作用。为使私募股权投资机构更加科学有效地选择合适的项目,在分析私募股权投资项目评价方法的基础上,结合BP神经网络的特点,探讨了基于BP神经网络的私募投资项目评价方法。通过建立科学的项目评价指标体系,构建了私募股权投资项目选择评价BP神经网络模型。模拟结果表明,BP神经网络可以更加有效、准确地对项目进行评价,为投资机构提供决策依据。
The project selection for Private Equity investment institutions plays a decisive role in profitability.To make Private Equity investment institutions choose the right projects more scientifically and effectively,this paper analyzes the methods of project evaluation of Private Equity and investigates the project evaluation which based on BP neural network,with the combination of the characteristics of BP neural network.By establishing a scientific project evaluation index system,we build a project selection and evaluation mode for Private Equity on the basis of BP neural network.The simulation results show that,BP neural network can evaluate project more efficiently and accurately,which can provide basis for the decision making of investment institutions.
出处
《清华大学学报（自然科学版）》
EI
CAS
CSCD
北大核心
2011年第12期1917-1920,共4页
Journal of Tsinghua University(Science and Technology)
关键词
私募股权
项目评价
BP神经网络
private equity
project evaluation
BP neural network
