基于MC-ZF-HD-DS的高端装备制造企业持续创新能力评价研究

Study on Evaluation of Continuous Innovation Ability of High-end Equipment Manufacturing Enterprises Based on MC-ZF-HD-DS

为客观和准确地评价高端装备制造企业的持续创新能力,建立了高端装备制造企业持续创新能力评价指标体系,采用MC-ZF-HD-DS对具体的高端装备制造企业持续创新能力进行评价。通过模糊粗糙集法对高频海选评价指标进行筛选,采用极差最大化组合赋权法对已筛选出的指标体系进行赋权,运用灰色定权聚类对评价对象进行聚类,在此基础上,运用证据理论对聚类结果进行合成,形成最终评价结果,最后通过实证分析验证了该方法的可行性和有效性。

In order to evaluate continuous innovation ability of high-end equipment manufacturing enterprises objectively and accurately , this study establishes an evaluation indicator system of continuous innovation ability of high-end equipment manufacturing enterprises , and employs MC-ZF-HD-DS to carry out evaluation of continu-ous innovation ability of concrete high-end equipment manufacturing enterprises .Further more this paper adopts a fuzzy rough set method to select high frequency audition evaluation indicators , uses maximize performance com-bination weight method to carry out weighting of the selected indicator system , and uses grey fixed weight cluste-ring to cluster evaluation objects .On this basis, the evidence theory is adopted to carry out synthesis of the clus-tering results, set ten high-end equipment manufacturing enterprises as research objects , and then make an em-pirical analysis of the established evaluation model of continuous innovation ability of high -end equipment manu-facturing enterprises .Finally this study forms the final evaluation results , and demonstrates the feasibility and effectiveness of the above method through empirical analysis .