技术开发类科研机构创新能力直觉模糊排序方法及应用——以广东省属10所技术开发类机构为例
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摘要
依据我国技术开发类科研机构的基本特征,从创新支撑、活动、产出、影响、运营能力五大维度出发,提出技术开发类科研机构创新能力评价指标体系。利用熵权法求取各指标权重大小,通过直觉模糊数相关系数计算各科研机构与理想、临界机构加权相关系数,提出直觉模糊排序方法。最后,选取广东省属10所技术开发类科研机构为样本,并利用该方法进行创新能力评价研究,给出提升该类科研机构创新能力的相关建议。
Based on the basic characteristics of technological developmentalscientific research institutions in China research institutions, this studyputs forwardan evaluation index system of innovation ability of scientific research institutions of technical development accordingtovariousanglessuchas innovation support, activities, outputs, effects aswellasoperation abilities. This study usesthe entropy method to calculate theweightof each index, and raisesthe methodofintuitionistic fuzzy ranking by calculatingthe weighted correlation coefficient between scientific research institutions and ideal or worst institutions through intuitionistic fuzzy numbers. Finally, this assay selects 10 Guangdong Provincial technological development institutions, carries out the innovation ability evaluation study byusing the method above and provides some suggestions to improve the innovation ability of these scientific research institutions.
Based on the basic characteristics of technological developmentalscientific research institutions in China research institutions, this studyputs forwardan evaluation index system of innovation ability of scientific research institutions of technical development accordingtovariousanglessuchas innovation support, activities, outputs, effects aswellasoperation abilities. This study usesthe entropy method to calculate theweightof each index, and raisesthe methodofintuitionistic fuzzy ranking by calculatingthe weighted correlation coefficient between scientific research institutions and ideal or worst institutions through intuitionistic fuzzy numbers. Finally, this assay selects 10 Guangdong Provincial technological development institutions, carries out the innovation ability evaluation study byusing the method above and provides some suggestions to improve the innovation ability of these scientific research institutions.
引文
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[8]安嘉璐,贾晓峰,田玲.我国医学研究机构科研竞争力评价需求分析[J].中国医药导报,2014(28):116-119
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[11]刘君,许斌,姚笑秋,等.科研院所创新能力提升评价研究与应用[J].科技管理研究,2012(7):49-53.
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[14]高建伟,刘慧晖,谷云东.基于前景理论的区间直觉模糊多准则决策方法[J].系统工程理论与实践,2014,34(12):3175-3181.
[15]GERSTENKORN T,MANKO J.Correlation of intuitionistic fuzzy sets[J].Fuzzy Sets and Systems,2007,17(4):39-43.
[16]BUSTINECE H,BURILLO P.Correlation of interval-valued intuitionistic fuzzy sets[J].Fuzzy Sets and Systems,1995,74(2):237-244.
[17]Xu Z S.On correlation measures of intuitionistic fuzzy sets[J].Lecture Notes in Computer Science,2006,4224:16-24.
[18]WANG Z,LI K W,WANG W.An approach to multiattribute decision making with interval-valued intuitionistic fuzzy assessments and incomplete weights[J].Information Sciences,2009,179(17):3026-3040
[19]LIAO HUCHANG,XU ZESHUI,ZENG XIAOJUN.Novel correlation coefficients between hesitant fuzzy sets and their application in decision making[J].Knowledge-Based Systems,2015,82:115-127
[20]PARK D G,KWUN Y C,PARK J H,et al.Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problems[J].Mathematical and Computer Modelling,2009,50(10):1279-1293.
[21]吴冲,万翔宇.基于改进熵权法的区间直觉模糊TOPSIS方法[J].运筹与管理,2014,23(5):42-47.
[22]方伟,廖玲,万忠.广东省科研机构体制改革历程、存在问题及对策探讨:基于广东省属科研机构调研的分析[J].广东农业科学,2010(10):235-237.
[2]GUAN JC,RCM YAM,CK MOK,et al.A study of the relationship between competitiveness and technological innovation capability based on DEA models[J].Eurpoean Journal of Operational Research,2006,170(3):971-986.
[3]KREJCI J,STOKLASA J.Fuzzified AHP in the evaluation of scientific monographs[J].Central European Journal of Operations Research,2016,24(2):353-370.
[4]李栋亮,龙云凤.广东省属科研机构竞争能力的发展现状与对策研究[J].科技管理研究,2009(5):222-224.
[5]范旭,李胜会,韦小鸿,等.广东省属科研机构改革的评价指标体系探讨[J].科学学与科学技术管理,2010(3):20-25.
[6]陆建中,李思经.农业科研机构自主创新能力评价指标体系研究[J].中国农业科技导报,2011,13(4):1-6.
[7]王仲梅,仝逸峰,马涛,等.公益性科研机构科研能力建设评估体系研究[J].科技管理研究,2011(14):65-67.
[8]安嘉璐,贾晓峰,田玲.我国医学研究机构科研竞争力评价需求分析[J].中国医药导报,2014(28):116-119
[9]杜军,马永红.科研院所核心竞争力分析与测评[J].哈尔滨工业大学学报,2014(9):116-122.
[10]刘彤,郭鲁刚,杨冠灿,等.面向新型科研机构的科研院所创新发展评价指标体系[J].科技进步与对策,2014(4):99-103.
[11]刘君,许斌,姚笑秋,等.科研院所创新能力提升评价研究与应用[J].科技管理研究,2012(7):49-53.
[12]ATANASSOV K.Intuitionistic fuzzy sets[J].Fuzzy Sets and Systems,1986,20(1):87-96.
[13]ZADEH L A.Fuzzy sets[J].Inform and Control,1965,8(3):338-356.
[14]高建伟,刘慧晖,谷云东.基于前景理论的区间直觉模糊多准则决策方法[J].系统工程理论与实践,2014,34(12):3175-3181.
[15]GERSTENKORN T,MANKO J.Correlation of intuitionistic fuzzy sets[J].Fuzzy Sets and Systems,2007,17(4):39-43.
[16]BUSTINECE H,BURILLO P.Correlation of interval-valued intuitionistic fuzzy sets[J].Fuzzy Sets and Systems,1995,74(2):237-244.
[17]Xu Z S.On correlation measures of intuitionistic fuzzy sets[J].Lecture Notes in Computer Science,2006,4224:16-24.
[18]WANG Z,LI K W,WANG W.An approach to multiattribute decision making with interval-valued intuitionistic fuzzy assessments and incomplete weights[J].Information Sciences,2009,179(17):3026-3040
[19]LIAO HUCHANG,XU ZESHUI,ZENG XIAOJUN.Novel correlation coefficients between hesitant fuzzy sets and their application in decision making[J].Knowledge-Based Systems,2015,82:115-127
[20]PARK D G,KWUN Y C,PARK J H,et al.Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problems[J].Mathematical and Computer Modelling,2009,50(10):1279-1293.
[21]吴冲,万翔宇.基于改进熵权法的区间直觉模糊TOPSIS方法[J].运筹与管理,2014,23(5):42-47.
[22]方伟,廖玲,万忠.广东省科研机构体制改革历程、存在问题及对策探讨:基于广东省属科研机构调研的分析[J].广东农业科学,2010(10):235-237.