沈阳工业大学学报（社会科学版）2025，Vol.18Issue(1)：87-93,7.DOI:10.7688/j.issn.1674-0823.2025.01.10
高端装备制造业协同创新主体合作绩效评价方法
Evaluation method for cooperation performance of collaborative innovation entities in high-end equipment manufacturing industry
摘要
Abstract
With the continuous changes in the market environment,the high-end equipment manufacturing industry must enhance quality and efficiency through collaborative innovation.In collaborative innovation activities,evaluating the cooperation performance of various entities is an indispensable part.To accurately evaluate the cooperation performance of collaborative innovation entities in the high-end equipment manufacturing industry,a performance evaluation model based on a combination weighting-cloud model is proposed.Firstly,a performance evaluation index system for the cooperation performance of collaborative innovation entities in the high-end equipment manufacturing industry is constructed from five dimensions:collaborative innovation investment,collaborative innovation process,collaborative innovation output,government support,and regional(industrial)innovation level.Secondly,the subjective weight is calculated using the order relationship analysis method(G1),and the objective weight is calculated using the improved entropy weight method.The subjective and objective weights are then optimized and combined to obtain the final weight of the indicator.Finally,the overall evaluation level is obtained by combining the cloud model evaluation method,and the results are clearly and vividly presented in the cloud map using Matlab software.Taking the collaborative innovation of a high-end equipment manufacturing enterprise as an example,this paper obtains a good final evaluation result,which is consistent with the result obtained using the fuzzy comprehensive evaluation method and the set pair analysis method.The combination weighting-cloud model exhibits rationality and effectiveness,enriching the theoretical system of collaborative innovation performance evaluation and providing a certain reference value for other evaluation methods.This paper adopts a combination weighting method that combines the advantages of subjective and objective weight determination,reducing subjective arbitrariness while also considering data authenticity.At the same time,it introduces the concept of cloud model to reduce ambiguity and randomness in the evaluation process,ensuring the scientific validity of the evaluation results.关键词
高端装备制造业/协同创新/绩效评价/改进G1-熵权法/云模型Key words
high-end equipment manufacturing industry/collaborative innovation/performance evaluation/improved G1-entropy weight method/cloud model引用本文复制引用
施慧斌,何悦丽,陈园园,张慧..高端装备制造业协同创新主体合作绩效评价方法[J].沈阳工业大学学报（社会科学版）,2025,18(1):87-93,7.基金项目
国家电网有限公司科技项目(SGHEDKOOKJJS230/38). （SGHEDKOOKJJS230/38）
