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Forecast of the output value of Taiwan's opto-electronics industry using the Grey forecasting model

机译:用灰色预测模型预测台湾光电产业的产值

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摘要

This article applies the Grey forecasting model from Grey theory to forecast accurately the output value of Taiwan's opto-electronics industry from 2000 to 2005. The 2005 output value of Taiwan's opto-electronics industry will be NT$2216.954 billion; of opto-electronics components, NT$ 150.995 billion; of computer peripherals, NT$1993 billion; of optical devices and equipment, NT$24.664 billion; of opto-electronics applications, NT$17.374 billion; and of optical fiber communications, NT$30.921 billion. The results show that the average residual error of the Grey forecasting model is lower than 10%. They further show that the Grey forecasting model exhibits high prediction accuracy. Clearly, the Grey forecasting model is a viable means of accurately forecasting the value of industrial output. Furthermore, growth of computer peripherals and optical fiber communications will be much greater than that of opto-electronics components, opto-electronic applications, and optic devices and equipment. The findings offer a valuable reference for government in drafting relevant policies for the opto-electronics industry and for firms in drawing up relevant policies for their products.
机译:本文运用灰色理论的灰色预测模型,对台湾光电产业在2000年至2005年的产值进行了准确的预测。2005年台湾光电产业的产值为新台币22169.54亿元; 2005年台湾光电产业的产值为新台币2216.54亿元。光电元件,新台币1,599.95亿元;计算机外围设备,新台币19,300亿元;光学仪器及设备,新台币246.64亿元;光电应用领域,新台币173.74亿元;光纤通讯方面,新台币309.21亿元。结果表明,灰色预测模型的平均残差低于10%。他们进一步表明,灰色预测模型具有较高的预测准确性。显然,灰色预测模型是准确预测工业产值的可行方法。此外,计算机外围设备和光纤通信的增长将远远超过光电组件,光电应用以及光学设备和设备。研究结果为政府起草有关光电子行业的相关政策以及为企业制定产品相关政策提供了宝贵的参考。

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