The Evaluation of Dynamic Airport Competitiveness Based on IDCQGA-BP Algorithm

被引:5
作者
Cui, Qiang [1 ]
Kuang, Hai-bo [1 ]
Li, Ye [2 ]
机构
[1] Dalian Maritime Univ, Transportat Management Coll, Dalian 116026, Peoples R China
[2] Dalian Univ Technol, Fac Management & Econ, Dalian 116024, Peoples R China
关键词
D O I
10.1155/2013/309750
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aimed at the multidimensional and complex characteristic of airport competitiveness, a new algorithm is proposed in which BP neural network is optimized by improved double chains quantum genetic algorithm (IDCQGA-BP). The new algorithm is better than existing algorithms in convergence and the diversity of quantumchromosomes. The empirical data of eight airports in Yangtze River Delta in 2011 and 2012 is applied to verify the feasibility of the new algorithm, and then the competitiveness of the eight airports from 2013 to 2015 is gotten through the algorithm. The results show the following. (1) The new algorithm is better than the existing optimization algorithms in the aspects of error accuracy and run time. (2) The gaps of the airports in Yangtze River Delta are narrowing; the competition and cooperation are getting stronger and stronger. (3) The main increase reason of airport competitiveness is the increase of own investment.
引用
收藏
页数:8
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