CAJ | 학술논문

通过构建海峡西岸经济区城市物流竞争力的评价指标体系，采用2012年的相关数据，检验了指标间的关系。进而运用基于单纯前向神经网络的非线性主成分分析技术，对海峡西岸经济区的城市物流竞争力进行了评价和分析。结果显示：所选用的13个指标问存在非线性关系；海峡西岸经济区城市物流竞争力主要受城市经济规模和移动电话用户数的影响：通过比较两种主成分分析的结果，发现非线性主成分的得分及排名更合理；海峡西岸经济区中福建板块和浙江板块的城市物流竞争力内部分化较大，江西板块和广东板块的物流资源整合欠佳。这说明．在区域经济体的城市物流建设中，应把握有理时机，对区域内城市物流分类引导，合理分化。
통과구건해협서안경제구성시물류경쟁력적평개지표체계，채용2012년적상관수거，검험료지표간적관계。진이운용기우단순전향신경망락적비선성주성분분석기술，대해협서안경제구적성시물류경쟁력진행료평개화분석。결과현시：소선용적13개지표문존재비선성관계；해협서안경제구성시물류경쟁력주요수성시경제규모화이동전화용호수적영향：통과비교량충주성분분석적결과，발현비선성주성분적득분급배명경합리；해협서안경제구중복건판괴화절강판괴적성시물류경쟁력내부분화교대，강서판괴화엄동판괴적물류자원정합흠가。저설명．재구역경제체적성시물류건설중，응파악유리시궤，대구역내성시물류분류인도，합리분화。
This paper aims to examine the relationship between the indexes of urban logistics competitiveness in the west of cross-strait economic zone based on the related data in 2012 by constructing the evaluation index system, and then analyze the competitiveness by adopting the nonlinear principal component analysis of neural network. Our results show：the relationship of 13 indicators is nonlinear and the urban logistics competitiveness is mainly effeeted by urban economic scale and the number of mo- bile phone users. Besides, comparing the results of nonlinear principal component and linear principal component, we find that our rankings in nonlinear principal component are more rational, the internal differentiation in city logistics competitiveness in the province of Fujian and Zhejiang is bigger, and the integration of logistics in Jiangxi Province and Guangdong Province is not satisfactory. In conclusion, in the construction of regional urban logistics, the right opportunity should be grasped to classify and divide the regional urban logistics.