智能生产与服务网络条件下产业创新平台的利润分配机制——基于灰数运算的Shapley值模型
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摘要
智能生产与服务网络条件下产业创新平台是我国新时期产业结构转型升级的引擎,如何保障平台内各合作单位的利益是确保整个平台稳定运行的重要因素。合作利益分配需要考虑投入、产出、风险、品牌等诸多因素,是完整而又复杂的系统工程,然而其约束条件往往是模糊约束,系数也是灰数,因此引入灰色系统理论,构建基于灰数运算的Shapley值模型,并对模型中的灰色系数进行白化处理。该模型可以促进利益科学分配,保障产业创新平台可持续运行。
Industrial innovation platform under the condition of intelligent production and service network is the engine of China's industrial structure transformation and upgrading in the new era.How to protect the interests of the cooperative units in the platform is an important factor to ensure the stable operation of the entire platform. Cooperative interest distribution is a complete and complex system engineering, which needs to consider the input, output, risk, brand and other factors. However, the constraints are often fuzzy constraint, and coefficient is grey number. Therefore, this paper introduces the grey system theory, and constructs Shapley value model based on grey number operation. The grey coefficients of the model will be treated with whitening. The model can promote the scientific distribution of benefits and ensure the sustainable operation of industrial innovation platform.
Industrial innovation platform under the condition of intelligent production and service network is the engine of China's industrial structure transformation and upgrading in the new era.How to protect the interests of the cooperative units in the platform is an important factor to ensure the stable operation of the entire platform. Cooperative interest distribution is a complete and complex system engineering, which needs to consider the input, output, risk, brand and other factors. However, the constraints are often fuzzy constraint, and coefficient is grey number. Therefore, this paper introduces the grey system theory, and constructs Shapley value model based on grey number operation. The grey coefficients of the model will be treated with whitening. The model can promote the scientific distribution of benefits and ensure the sustainable operation of industrial innovation platform.
引文
[1]谭清美,房银海,王斌.智能生产与服务网络条件下产业创新平台存在形式研究[J].科技进步与对策,2015(23):62-66
[2]KAGERMANN H,WOLFGANG W,HELBIG J.Securing the future of German manufacturing industry.Recommendations for implementing the strategic initiative Industrie 4.0.Final report of the Industrie4.0 Working Group[R].Berlin:National Academy of Science and Engineering,2013:19-22
[3]谭清美,王斌,王子龙,等.军民融合产业创新平台及其运行机制研究[J].现代经济探讨,2014(10):62-64
[4]王磊,谭清美.智能生产与服务网络条件下产业创新平台战略地图研究[J].科技进步与对策,2017(1):53-58
[5]苏卉.高新技术业知识产权联盟的利益分享机制研究[J].科技管理研究,2013(11):165-168
[6]马士华,王鹏.基于Shapley值法的供应链合作伙伴间收益分配机制[J].工业工程与管理,2006,11(4):43-45
[7]董玉宽,张晓芬.基于改进Shapley模型的生态工业园区内企业间利益分配研究[J].科技管理研究,2015(14):181-184
[8]雷勋平,ROBIN Q.Shapley值法的改进及其应用研究[J].计算机工程与应用,2012,48(7):23-25
[9]刁丽琳,朱桂龙,许治.基于多权重Shapley值的联盟利益分配机制[J].工业工程与管理,2011,16(4):79-84
[10]阮爱清,刘思峰,方志耕.基于不确定性的shapley值模型及其风险研究[J].统计与决策,2009(20):15-17
[2]KAGERMANN H,WOLFGANG W,HELBIG J.Securing the future of German manufacturing industry.Recommendations for implementing the strategic initiative Industrie 4.0.Final report of the Industrie4.0 Working Group[R].Berlin:National Academy of Science and Engineering,2013:19-22
[3]谭清美,王斌,王子龙,等.军民融合产业创新平台及其运行机制研究[J].现代经济探讨,2014(10):62-64
[4]王磊,谭清美.智能生产与服务网络条件下产业创新平台战略地图研究[J].科技进步与对策,2017(1):53-58
[5]苏卉.高新技术业知识产权联盟的利益分享机制研究[J].科技管理研究,2013(11):165-168
[6]马士华,王鹏.基于Shapley值法的供应链合作伙伴间收益分配机制[J].工业工程与管理,2006,11(4):43-45
[7]董玉宽,张晓芬.基于改进Shapley模型的生态工业园区内企业间利益分配研究[J].科技管理研究,2015(14):181-184
[8]雷勋平,ROBIN Q.Shapley值法的改进及其应用研究[J].计算机工程与应用,2012,48(7):23-25
[9]刁丽琳,朱桂龙,许治.基于多权重Shapley值的联盟利益分配机制[J].工业工程与管理,2011,16(4):79-84
[10]阮爱清,刘思峰,方志耕.基于不确定性的shapley值模型及其风险研究[J].统计与决策,2009(20):15-17