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Rough Set Based Competitiveness Evaluation on China’s Automobile Industry

机译:基于粗糙集的中国汽车行业竞争力评价

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摘要

This competitiveness evaluation of China's automotive industry includes the establishment of evaluation indicator system, the choice of evaluation method and its application. First, this paper establishes an evaluation indicator system of our China's automobile industrial competitiveness based on the previous research results. This indicator system includes 4 first level indicators and 24 secondary indicators. Next, an evaluation method based on rough set theory is proposed and applied for China's automobile industrial competitiveness. The rough set based method is effective for evaluating automobile industry competitiveness because it only depends on information provided itself and doesn’t require prior knowledge. Using attribute reduction of the rough set theory, this study simplifies and optimizes the evaluation indicators, and also determines the weight of indicators by calculating attribute importance. Finally, this study evaluates the competitiveness of the four first level indicators, and the industrial comprehensive competitiveness. The results show that the comprehensive competitiveness of China's automotive industry is generally rising and the market competitiveness is most important among the first level indicators.
机译:中国汽车行业的竞争力评估包括评估指标体系的建立,评估方法的选择及其应用。首先,在前人研究成果的基础上,建立了我国汽车产业竞争力评价指标体系。该指标体系包括4个一级指标和24个二级指标。接下来,提出了一种基于粗糙集理论的评估方法,并将其应用于中国汽车产业竞争力的评估。基于粗糙集的方法有效地评估了汽车行业的竞争力,因为它仅依赖于自身提供的信息,而无需先验知识。本研究利用粗糙集理论的属性约简,简化和优化了评价指标,并通过计算属性重要性来确定指标的权重。最后,本研究评估了四个一级指标的竞争力以及产业综合竞争力。结果表明,中国汽车行业的综合竞争力总体上正在上升,而市场竞争力在一级指标中最为重要。

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