基于BP神经网络的我国航空货运竞争力水平分析——以航空公司的视角
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摘要
随着商业发展和消费水平的增加,我国航空货运业进入了新一轮的上升周期,空运需求急速发展。要提高国内航空货运效率,保证行业间的良性竞争竞争力水平的研究显得尤为重要。该文从航空公司的角度出发,构建航空公司货运情况竞争力水平评价指标体系,依托BP神经网络测算各航空公司的竞争力情况。结合当前的先进理念,提出我国航空公司可持续发展的建议,为航空货运发展提供理论依据。
With the advance of commerce and consumption level, China's air freight industry has entered a new rise cycle, thus the demand for air transport is booming. It's paramount for our country to improve the efficiency of domestic air freight industry and ensure the pattern of benign competition in industries. The research on the level of competitiveness is particularly important. Embarking from airlines angle, this thesis constructs the assessment system of airlines competitiveness, and is based on BP neural network to calculate the condition of airlines' competitiveness.It is also combined with the current advanced concepts, puts forth the suggestion for the sustainable development in China's airlines, which provides a theoretical foundation for the development of air freight.
With the advance of commerce and consumption level, China's air freight industry has entered a new rise cycle, thus the demand for air transport is booming. It's paramount for our country to improve the efficiency of domestic air freight industry and ensure the pattern of benign competition in industries. The research on the level of competitiveness is particularly important. Embarking from airlines angle, this thesis constructs the assessment system of airlines competitiveness, and is based on BP neural network to calculate the condition of airlines' competitiveness.It is also combined with the current advanced concepts, puts forth the suggestion for the sustainable development in China's airlines, which provides a theoretical foundation for the development of air freight.
引文
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[2]LIJiulin,GUKangkang,CHUJinlong,JIANGBenchuan,A NG Lin. Ecological Carrying Capacity Prediction of Huainan City Based on GM–BP Neural Network[J].Journal of Landscape Research,2016,8(1):35-40.
[3]Xue-danGong,Dun-mingLiao,TaoChen,Jianxin Zhou,Ya-jun Yin. Optimization of steel casting feeding systembasedonBPneuralnetworkandgenetic algorithm[J]. China Foundry,2016,13(3):182-190.
[4]邓维斌,汤敏.基于扎根理论的区域物流竞争力评价指标体系研究[J].知识经济,2018(4):14-15.
[5]孙红卫,吕春燕,祁爱琴,等.综合评价中数据标准化的原理研究[J].中国卫生统计,2015,32(2):342-344,349.
[6]戴澍,潘梦娣,孙作林,等.淮安市农业土地可持续利用的BP神经网络仿真[J].湖南工业职业技术学院学报,2016,16(06):7-9,148.
[7]谭术魁,游和远.基于BP神经网络的湖北省城市土地可持续利用评价[J].科技进步与对策,2006(10):147-150.
[8]石云.Bp神经网络的Matlab实现[J].湘南学院学报,2010,31(5):86-88,111.