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基于MATLAB的BP神经网络在大气环境质量评价中的应用 被引量:9

Application of BP Neural Network Based on MATLAB Toolbox to the Evaluation of Atmosphere Environmental Quality
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摘要 以MATLAB为工具,编制了基于BP人工神经网络的大气环境质量评价程序,并将其应用于城市大气环境质量评价。通过与物元评价法、模糊综合评判法和灰色聚类分析法的评价结果比较,得到了基本一致的评价结论。研究表明,基于MATLAB的BP人工神经网络应用到大气环境质量评价是切实可行的,评价结论具有客观性和实用性。 Based on MATLAB toolbox, the assessment program of the BP neural network was built, and it was applied to evaluating the atmosphere environmental quality in a city. The result was fitted well with conclusions derived from the methods of the matter-element evaluation method, the fuzzy comprehensive judgment method, the grey clustering analysis method. The study showed that the method of BP network in atmosphere environmental quality assessment was feasible and reasonable, and the result of evaluation was objective and practical.
出处 《安徽化工》 CAS 2008年第5期59-61,共3页 Anhui Chemical Industry
关键词 BP人工神经网络 大气环境质量 评价 MATLAB BP neural network atmosphere environmental quality assessment MATLAB
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