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Growing a Rural Future--A young Ugandan channels insights from China’s model villages to build a more resilient,cooperative and forward-looking Busoga
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作者 LI XIAOYU 《ChinAfrica》 2026年第1期56-57,共2页
In the lush heart of Uganda’s Busoga sub-region,Isaac Imaka is charting a new course for rural development.After seven years in national media,he left the newsroom and stepped into the soil.The former reporter with t... In the lush heart of Uganda’s Busoga sub-region,Isaac Imaka is charting a new course for rural development.After seven years in national media,he left the newsroom and stepped into the soil.The former reporter with the Daily Monitor was driven by the belief that communities like his in Jinja North deserved more than chronic poverty and hand-to-mouth survival. 展开更多
关键词 community resilience Uganda rural development model villages rural future Busoga sub region cooperative development rural journalism
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The evolution of China's green technology innovation cooperation network and the effect of carbon emission reduction
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作者 Sufan Gao Brian Fath +3 位作者 Feiyan Liang Saige Wang Zhiming Yang Xiuqian Chen 《Ecological Frontiers》 2026年第1期351-367,共17页
This study analyzes the evolution of China's green technology innovation cooperation network from 2011 to 2020,utilizing green patent application data.Employing a Spatial Durbin Model(SDM),we scrutinized the netwo... This study analyzes the evolution of China's green technology innovation cooperation network from 2011 to 2020,utilizing green patent application data.Employing a Spatial Durbin Model(SDM),we scrutinized the network's influence on urban carbon emissions,utilizing panel data encompassing 323 city nodes.Results show network expansion and a shift in central nodes from eastern coastal areas to interior cities,with Beijing,Shenzhen,Nanjing,and Shanghai consistently acting as key innovation hubs.A core-periphery structure emerged,clustering cities into high-and low-cooperation clusters.Core cities,particularly Beijing,which gain informational advantages by bridging non-overlapping nodes and exhibit distinct characteristics in terms of the structural hole indexes,reflecting their multifaceted roles within the network.SDM analysis indicates that the green technology innovation cooperation network has a significant positive impact on urban carbon reduction efforts.Specifically,degree centrality,closeness centrality,effective size,efficiency,and hierarchy of node cities exhibit a negative correlation with carbon emissions,suggesting that higher centrality and efficiency within the network correlate with lower emissions.Conversely,betweenness centrality and constraint have a positive impact on emissions,indicating that cities that act as bridges in the network may paradoxically contribute to higher emissions.Moreover,the network's influence on carbon emissions is nuanced across different green technology sectors.Cooperation in areas such as waste management,alternative energy production,energy conservation,agriculture and forestry,and transportation is found to have a more substantial impact on carbon reduction than cooperation in nuclear power,and administrative,regulatory,and design fields. 展开更多
关键词 Green technology innovation cooperation network Carbon emissions Social network analysis Spatial Durbin model
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Adaptive Multi-Learning Cooperation Search Algorithm for Photovoltaic Model Parameter Identification
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作者 Xu Chen Shuai Wang Kaixun He 《Computers, Materials & Continua》 2025年第10期1779-1806,共28页
Accurate and reliable photovoltaic(PV)modeling is crucial for the performance evaluation,control,and optimization of PV systems.However,existing methods for PV parameter identification often suffer from limitations in... Accurate and reliable photovoltaic(PV)modeling is crucial for the performance evaluation,control,and optimization of PV systems.However,existing methods for PV parameter identification often suffer from limitations in accuracy and efficiency.To address these challenges,we propose an adaptive multi-learning cooperation search algorithm(AMLCSA)for efficient identification of unknown parameters in PV models.AMLCSA is a novel algorithm inspired by teamwork behaviors in modern enterprises.It enhances the original cooperation search algorithm in two key aspects:(i)an adaptive multi-learning strategy that dynamically adjusts search ranges using adaptive weights,allowing better individuals to focus on local exploitation while guiding poorer individuals toward global exploration;and(ii)a chaotic grouping reflection strategy that introduces chaotic sequences to enhance population diversity and improve search performance.The effectiveness of AMLCSA is demonstrated on single-diode,double-diode,and three PV-module models.Simulation results show that AMLCSA offers significant advantages in convergence,accuracy,and stability compared to existing state-of-the-art algorithms. 展开更多
关键词 Photovoltaic model parameter identification cooperation search algorithm adaptive multiple learning chaotic grouping reflection
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New partial cooperation model for bilevel programming problems 被引量:4
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作者 Shihui Jia Zhongping Wan +1 位作者 Yuqiang Feng Guangmin Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期263-266,共4页
Partial cooperation models are studied for many years to solve the bilevel programming problems where the follower’s optimal reaction is not unique. However, in these existed models, the follower’s cooperation level... Partial cooperation models are studied for many years to solve the bilevel programming problems where the follower’s optimal reaction is not unique. However, in these existed models, the follower’s cooperation level does not depend on the leader’s decision. A new model is proposed to solve this deficiency. It is proved the feasibility of the new model when the reaction set of the lower level is lower semicontinuous. And the numerical results show that the new model has optimal solutions when the reaction set of the lower level is discrete, lower semi-continuous and non-lower semi-continuous. 展开更多
关键词 bilevel programming reaction set optimistic model pessimistic model partial cooperation model cooperation level.
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Distributed Model Predictive Control for Networked Plant-wide Systems With Neighborhood Cooperation 被引量:3
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作者 Ting Bai Shaoyuan Li Yi Zheng 《IEEE/CAA Journal of Automatica Sinica》 EI CSCD 2019年第1期108-117,共10页
For large-scale networked plant-wide systems composed by physically(or geographically) divided subsystems, only limited information is available for local controllers on account of region and communication restriction... For large-scale networked plant-wide systems composed by physically(or geographically) divided subsystems, only limited information is available for local controllers on account of region and communication restrictions. Concerning the optimal control problem of such subsystems, a neighbor-based distributed model predictive control(NDMPC) strategy is presented to improve the global system performance. In this scheme, the performance index of local subsystems and that of its neighbors are minimized together in the determination of the optimal control input, which makes the local control decision also beneficial to its neighboring subsystems and further contributes to improving the convergence and control performance of overall system.The stability of the closed-loop system is proved. Moreover, the parameter designing method for distributed synthesis is provided.Finally, the simulation results illustrate the main characteristics and effectiveness of the proposed control scheme. 展开更多
关键词 Distributed CONTROL model predictive CONTROL (MPC) NEIGHBORHOOD cooperation plant-wide SYSTEMS
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Case Study on the Forestry Cooperation Model from Game Structure Perspective 被引量:1
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作者 Hao ZHANG Zhijian CAI Yu XIE 《Asian Agricultural Research》 2014年第7期49-51,62,共4页
Take Chinese yew cooperative organization for example,different game structures of forestry cooperation model were analyzed,the elative merit and applicable occasion was discussed combined with empirical investigation... Take Chinese yew cooperative organization for example,different game structures of forestry cooperation model were analyzed,the elative merit and applicable occasion was discussed combined with empirical investigation,and some suggestions were given also.The results showed that depending entirely on normal forest farmers cooperate spontaneously is difficult.Policies should be designed from the perspective of promoted village cadres and influential family salons to cooperation.When market factors become the main obstacle,it is necessary to introduce companies,relax constraints of forest management and build the right market atmosphere.According to unequal status of company and forest farmers,develop the cooperation model of " company + cooperation organization + farmers".In certain circumstances,especially there are several companies vicious competition,the intervention of association can play a coordinating role. 展开更多
关键词 FORESTRY cooperation cooperation model GAME struct
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An Exploratory Analysis of Cooperation Model Change in the Process of Tomato Industrialization in Xinjiang,China 被引量:1
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作者 HE Zhen 《Asian Agricultural Research》 2010年第2期33-36,共4页
The cooperation models appeared in the process of tomato industrialization in Xinjiang include orders,intermediary agencies and workshops.The cooperation content,the closeness and the cooperation stability of these mo... The cooperation models appeared in the process of tomato industrialization in Xinjiang include orders,intermediary agencies and workshops.The cooperation content,the closeness and the cooperation stability of these models are different from each other.From the local to the Corps in Xinjiang,the cooperation model has undergone corresponding changes.The internal interest mechanism,the constriant mechanism and the protection mechanism have also undergone some changes.In order to make a breakthrough in tomato industrialization in Xinjiang,the cooperation model should be changed from the loose and semi-compact type to the high-compact type.The interest mechanism,the constriant mechanism and the protection mechanism between farmers and companies will be strengthened. 展开更多
关键词 Industrializaiton cooperation model CHANGE China
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Mechanical Constitutive Model for Equivalent Solid of Fission Gas Bubbles in Irradiated U-10Mo Fuels
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作者 Li Yong Yan Feng +2 位作者 Zhang Jing Zang Liye Ding Shurong 《稀有金属材料与工程》 北大核心 2025年第7期1653-1660,共8页
The internal pressure within fission gas bubbles(FGBs)in irradiated nuclear fuels drives mechanical interactions with the surrounding fuel skeleton.To investigate the micromechanical stress fields in irradiated nuclea... The internal pressure within fission gas bubbles(FGBs)in irradiated nuclear fuels drives mechanical interactions with the surrounding fuel skeleton.To investigate the micromechanical stress fields in irradiated nuclear fuels containing pressurized FGBs,a mechanical constitutive model for the equivalent solid of FGBs was developed and validated.This model was based on the modified Van der Waals equation,incorporating the effects of surface tension.Using this model,the micromechanical fields in irradiated U-10Mo fuels with randomly distributed FGBs were calculated during uniaxial tensile testing via the finite element(FE)method.The macroscopic elastic constants of the irradiated U-10Mo fuels were then derived using homogenization theory,and the influences of bubble pressure,bubble size,and porosity on these constants were examined.Results show that adjacent FGBs exhibit mechanical interactions,which leads to distinct stress concentrations in the surrounding fuel skeleton.The macroscopic elastic constants of irradiated U-10Mo fuels decrease with increasing the macroscopic porosity,which can be quantitatively described by the Mori-Tanaka model.In contrast,bubble pressure and size have negligible effects on these constants. 展开更多
关键词 effective mechanical constitutive model fission gas bubbles FE method u-10Mo nuclear fuels macroscopic elastic constants
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Evolution mechanism of unmanned cluster cooperation oriented toward strategy selection diversity
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作者 XIE Zhenhai YU Minggang +4 位作者 HE Ming CHEN Guoyou ZHAI Zheng WANG Ziyu LIU Lu 《Journal of Systems Engineering and Electronics》 2025年第2期462-482,共21页
When performing tasks,unmanned clusters often face a variety of strategy choices.One of the key issues in unmanned cluster tasks is the method through which to design autonomous collaboration and cooperative evolution... When performing tasks,unmanned clusters often face a variety of strategy choices.One of the key issues in unmanned cluster tasks is the method through which to design autonomous collaboration and cooperative evolution mechanisms that allow for unmanned clusters to maximize their overall task effective-ness under the condition of strategic diversity.This paper ana-lyzes these task requirements from three perspectives:the diver-sity of the decision space,information network construction,and the autonomous collaboration mechanism.Then,this paper pro-poses a method for solving the problem of strategy selection diversity under two network structures.Next,this paper presents a Moran-rule-based evolution dynamics model for unmanned cluster strategies and a vision-driven-mechanism-based evolu-tion dynamics model for unmanned cluster strategy in the con-text of strategy selection diversity according to various unmanned cluster application scenarios.Finally,this paper pro-vides a simulation analysis of the effects of relevant parameters such as the payoff factor and cluster size on cooperative evolu-tion in autonomous cluster collaboration for the two types of models.On this basis,this paper presents advice for effectively addressing diverse choices in unmanned cluster tasks,thereby providing decision support for practical applications of unmanned cluster tasks. 展开更多
关键词 unmanned cluster strategy diversity dynamic model cooperative evolution
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The Integration of Cooperation Model and Genetic Algorithm
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作者 ZHENG Zhaobao 《Geo-Spatial Information Science》 2002年第1期1-6,共6页
In the photogrammetry,some researchers have applied genetic algorithms in aerial image texture classification and reducing hyper_spectrum remote sensing data.Genetic algorithm can rapidly find the solutions which are ... In the photogrammetry,some researchers have applied genetic algorithms in aerial image texture classification and reducing hyper_spectrum remote sensing data.Genetic algorithm can rapidly find the solutions which are close to the optimal solution.But it is not easy to find the optimal solution.In order to solve the problem,a cooperative evolution idea integrating genetic algorithm and ant colony algorithm is presented in this paper.On the basis of the advantages of ant colony algorithm,this paper proposes the method integrating genetic algorithms and ant colony algorithm to overcome the drawback of genetic algorithms.Moreover,the paper takes designing texture classification masks of aerial images as an example to illustrate the integration theory and procedures. 展开更多
关键词 cooperation model ant colony algorithm recognizing INTEGRATION
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Research on applying the interests distribution method of enterprise-university-research institute cooperation based on nash model
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作者 王玉冬 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第3期428-431,共4页
In order to get an acceptable interests-distribution scheme for each partner of enterprise-university-research institute cooperation in advance,based on Nash model,the paper designs the interest distribution method of... In order to get an acceptable interests-distribution scheme for each partner of enterprise-university-research institute cooperation in advance,based on Nash model,the paper designs the interest distribution method of enterprise-university-research institute cooperation and provides the basis for determining the weight of each partner in accordance with the interest distribution principles and subjected relations between major factors in enterprise-university-research institute cooperation.Also,in combination with one example,an applicable method is provided to distribute interest in enterprise-university-research institute cooperation.The study gives some references for interests-distribution of enterprise-university-research institute cooperation. 展开更多
关键词 Enterprise-university-research institute cooperation interests-distribution Nash model
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Public Security Crisis Management Model Based on Diversified Cooperation
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作者 Wenjing Peng 《Review of Educational Theory》 2018年第2期36-39,共4页
Everyone is surrounded by crisis just like the air we breathe at every moment;therefore, all countries, organizations and person are confronted with the risk challenges. Nowadays, the human society has evolved to a re... Everyone is surrounded by crisis just like the air we breathe at every moment;therefore, all countries, organizations and person are confronted with the risk challenges. Nowadays, the human society has evolved to a relatively advanced stage, and along with society progress, complicated social relationship and environment will result in more dangerous elements, thus bringing in more risks. This paper introduces the public security crisis management model based on diversified cooperation in detail from the concept of public security crisis and puts forward safeguard mechanism construction for enhancing the crisis management under diversified cooperation in a brief manner, thus improving the efficiency of crisis management under diversified cooperation. 展开更多
关键词 Diversified cooperation PUBLIC SECURITY PUBLIC MANAGEMENT MANAGEMENT model
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COSCO Shipping Acquisition as A Success Model for Greece-China Cooperation
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作者 Audrey Guo 《China's Foreign Trade》 2016年第4期32-33,共2页
On July 4th,2016,China COSCO Shipping Corporation Limited('COSCO SHIPPING'or'the Group')and the Hellenic Republic Asset Development Fund(HRADF)signed a letter in Beijing,confirming that the conditions ... On July 4th,2016,China COSCO Shipping Corporation Limited('COSCO SHIPPING'or'the Group')and the Hellenic Republic Asset Development Fund(HRADF)signed a letter in Beijing,confirming that the conditions defined in the previously signed Share Purchase Agreement(SPA)have been fulfilled.It marks a decisive achievement for COSCO SHIPPING’S 展开更多
关键词 COSCO Shipping Acquisition as A Success model for Greece-China cooperation TEU Greek
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U-S协同视域下《小学生心理辅导》课程的实施困境与优化措施
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作者 刘丽 孙思洁 《中国现代教育学报》 2025年第4期43-48,共6页
本文基于U-S合作模式,针对当前小学生心理辅导课程建设与实施中存在的困境展开探究。其具体困境包括:管理机制缺乏制度保障;信息共享平台缺失;外部资源支持不足;专业队伍跨界能力欠缺;课程设计缺乏差异化衔接等问题。基于以上问题本研... 本文基于U-S合作模式,针对当前小学生心理辅导课程建设与实施中存在的困境展开探究。其具体困境包括:管理机制缺乏制度保障;信息共享平台缺失;外部资源支持不足;专业队伍跨界能力欠缺;课程设计缺乏差异化衔接等问题。基于以上问题本研究立足U-S合作框架,强调理论引领与实践反思的双向互动,依托多元主体协同参与,构建了以差异性、整体性与系统性为基本原则的小学心理辅导课程体系。在具体措施层面,提出应从顶层设计入手,建立统一的管理体制;深化合作内容,创新课程实施模式;构建教师专业发展共同体;加强课程体系建设,按低、中、高学段分层设计内容;并优化活动方案,促进分类实施与有效衔接从而提升小学心理辅导课程的科学性、实效性与可持续发展能力。 展开更多
关键词 u-s合作模式 小学生心里辅导 课程改革与建设
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Analysis on the Education Model of "School-enterprise Cooperation and Combination of Industry and Education" in Vocational Education
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作者 QINYaguo 《外文科技期刊数据库(文摘版)教育科学》 2022年第3期025-029,共5页
With the continuous reform of vocational education, school-enterprise cooperation has gradually become an important development direction of vocational education, which is directly related to the educational tasks und... With the continuous reform of vocational education, school-enterprise cooperation has gradually become an important development direction of vocational education, which is directly related to the educational tasks undertaken by vocational education. As an important direction of vocational education development, campus cooperation and the implementation of combination of industry and education can further improve the educational results of vocational education and provide good support for students' professional quality improvement, which is related to the future graduation and development trend of vocational college students. 展开更多
关键词 vocational education school-enterprise cooperation combination of industry and education educational model
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Modeling and control for cooperative transport of a slung fluid container using quadrotors 被引量:9
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作者 Hassan SAYYAADI Ali SOLTANI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第2期262-272,共11页
In this paper, dynamic modeling and control problem for transfer of a sloshing liquid container suspended through rigid massless links from a team of quadrotors are investigated. By the proposed solution, pose of the ... In this paper, dynamic modeling and control problem for transfer of a sloshing liquid container suspended through rigid massless links from a team of quadrotors are investigated. By the proposed solution, pose of the slung container and fluid sloshing modes are stabilized appropriately. Dynamics of the container-liquid-quadrotors system is modeled by Euler-Lagrange method.Fluid slosh dynamics is included using multi-mass-spring model. According to derived model, a proper control law is designed for a system with three or more quadrotors. Implementing the proposed control law, quadrotors can control pose of the container, directions of the links and liquid sloshing modes simultaneously. Stability of closed loop system of tracking errors and sloshing modes are demonstrated using a theory of singularly perturbed systems and Lyapunov stability theorem. Also, the capability of the proposed feedback control laws in solving a formerly organized transport problem of a liquid filled container has been demonstrated in simulations. Moreover, priority of the proposed control scheme to an existing slung load controller in the literature is demonstrated. 展开更多
关键词 cooperative transport Dynamic modeling Liquid sloshing Lyapunov stability Pose control Quadrotors Slung load
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Modelling of a Human Driver’s Interaction with Vehicle Automated Steering Using Cooperative Game Theory 被引量:12
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作者 Xiaoxiang Na David J.Cole 《IEEE/CAA Journal of Automatica Sinica》 EI CSCD 2019年第5期1095-1107,共13页
The introduction of automated driving systems raised questions about how the human driver interacts with the automated system. Non-cooperative game theory is increasingly used for modelling and understanding such inte... The introduction of automated driving systems raised questions about how the human driver interacts with the automated system. Non-cooperative game theory is increasingly used for modelling and understanding such interaction, while its counterpart, cooperative game theory is rarely discussed for similar applications despite it may be potentially more suitable. This paper describes the modelling of a human driver’s steering interaction with an automated steering system using cooperative game theory. The distributed Model Predictive Control approach is adopted to derive the driver’s and the automated steering system’s strategies in a Pareto equilibrium sense, namely their cooperative Pareto steering strategies. Two separate numerical studies are carried out to study the influence of strategy parameters, and the influence of strategy types on the driver’s and the automated system’s steering performance. It is found that when a driver interacts with an automated steering system using a cooperative Pareto steering strategy, the driver can improve his/her performance in following a target path through increasing his/her effort in pursuing his/her own interest under the driver-automation cooperative control goal. It is also found that a driver’s adoption of cooperative Pareto steering strategy leads to a reinforcement in the driver’s steering angle control, compared to the driver’s adoption of non-cooperative Nash strategy. This in turn enables the vehicle to return from a lane-change maneuver to straight-line driving swifter. 展开更多
关键词 AUTOMATED driving system cooperative GAME theory DRIVER modelLING
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基于“G-U-S”三方合作培养模式的教师教育协同创新研究
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作者 史良平 《科教文汇》 2021年第23期20-22,共3页
基于"G-U-S"三方合作培养模式的协同育人在师范院校教师教育过程中发挥着至关重要的作用。实施"GU-S"三方合作培养模式,能够促使高等学校与地方教育部门、中小学之间加强交流与沟通,同时还可以达到教师教育协同创... 基于"G-U-S"三方合作培养模式的协同育人在师范院校教师教育过程中发挥着至关重要的作用。实施"GU-S"三方合作培养模式,能够促使高等学校与地方教育部门、中小学之间加强交流与沟通,同时还可以达到教师教育协同创新的目的。文章进一步探讨了"G-U-S"三方合作培养模式,充分发挥省教育厅的引导作用,创新教育教学模式,旨在加快教师队伍建设、校地协同以及师范生培育机制、教师教育课程体系、教师教育者"临床"工作机制的协同创新,为区域教师教育、基础教育的变革与发展提供参考。 展开更多
关键词 G-u-s 教育协同 合作模式
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Immune multi-agent model using vaccine for cooperative air-defense system of systems for surface warship formation based on danger theory 被引量:9
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作者 Jun Wang Xiaozhe Zhao +2 位作者 Beiping Xu Wei Wang Zhiyong Niu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第6期946-953,共8页
Aiming at the problem on cooperative air-defense of surface warship formation, this paper maps the cooperative airdefense system of systems (SoS) for surface warship formation (CASoSSWF) to the biological immune s... Aiming at the problem on cooperative air-defense of surface warship formation, this paper maps the cooperative airdefense system of systems (SoS) for surface warship formation (CASoSSWF) to the biological immune system (BIS) according to the similarity of the defense mechanism and characteristics between the CASoSSWF and the BIS, and then designs the models of components and the architecture for a monitoring agent, a regulating agent, a killer agent, a pre-warning agent and a communicating agent by making use of the theories and methods of the artificial immune system, the multi-agent system (MAS), the vaccine and the danger theory (DT). Moreover a new immune multi-agent model using vaccine based on DT (IMMUVBDT) for the cooperative air-defense SoS is advanced. The immune response and immune mechanism of the CASoSSWF are analyzed. The model has a capability of memory, evolution, commendable dynamic environment adaptability and self-learning, and embodies adequately the cooperative air-defense mechanism for the CASoSSWF. Therefore it shows a novel idea for the CASoSSWF which can provide conception models for a surface warship formation operation simulation system. 展开更多
关键词 immune multi-agent model (IMM) VACCINE surface warship formation cooperative air-defense system of systems (CASoS) danger theory (DT)
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Does Industry-University-Research Cooperation Matter? An Analysis of Its Coupling Effect on Regional Innovation and Economic Development 被引量:9
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作者 CUI Zhizhen LI Erling 《Chinese Geographical Science》 SCIE CSCD 2022年第5期915-930,共16页
The dislocation between regional innovation and economic development directly influences the economic effect of regional innovation. However, no in-depth researches have been made on how to solve this problem. Using d... The dislocation between regional innovation and economic development directly influences the economic effect of regional innovation. However, no in-depth researches have been made on how to solve this problem. Using data from Henan Province, China,employing geographical detector technology, this paper focuses on testing whether the industry-university-research cooperation can contribute to coordinating the relation between regional innovation and economic development. It is shown that: 1) the industry-universityresearch cooperation in Henan Province is increasing gradually, and the network presents a core-edge structure, and the coupling degree between regional innovation and economic development is spatially unbalanced, which is similar to the spatial distribution of the intensity of industry-university-research cooperation;2) as an important approach to effectively connect scientific researches with market demands, the industry-university-research cooperation can help form an interactive, interconnected, coupled and coordinated virtuous relation between regional innovation and economic development. Compared with the cooperation between organizations of the same type and the separate innovation of organizations, the improvement of the industry-university-research cooperation level can better coordinate the relation between regional innovation and economic development;3) the cooperative innovation model between enterprises and universities can better promote the coupling between regional innovation and economic development, compared with many industryuniversity-research cooperation models. For underdeveloped areas lacking local knowledge base, industry-university-research cooperation should be considered as a long-term development strategy, especially using the knowledge sources of external universities and scientific research institutions to enhance innovation capability and achieve economic growth. 展开更多
关键词 industry-university-research cooperation regional innovation capability economic development level coupling relation model difference Henan Province China
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