基于模糊神经网络的工程造价估算

Xue Dasheng, Hao Shenglan
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引用次数: 7

摘要

常用的成本估算方法侧重于主观经验,而模糊神经网络技术由于综合了模糊理论和神经网络各自的优点,估算相对准确。本研究构建了神经网络模型和模糊神经网络模型,并与成熟的COCOMO II模型进行比较,得出模糊神经网络在软件成本估算方面优于神经网络模型的结论。这是一个很好的估计模型。实验计算表明,模糊神经网络构建的软件成本估算模型综合了多种优点。可以快速高效地用于房地产信息管理系统,为今后类似项目的开发和维护提供依据。
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Estimation of project costs based on fuzzy neural network
Common cost estimation methods focus on subjective experience, but fuzzy Neural Network Technology makes relatively accurate estimates because it collects the respective advantages of the fuzzy theory and neural networks. This research constructs a model of neural networks and fuzzy neural network model comparing with mature COCOMO II model, and concludes that fuzzy neural network in software cost estimation is superior to neural network model. It is a good estimation model. The experimental calculation shows that the software cost estimation model constructed by fuzzy neural networks combines multiple advantages. It can be used for real estate information management system quickly and efficiently, and provides a basis for the development and maintenance of similar projects in the future.
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