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Coordination of Multi-leaders and Multi-followers in Supply Chain of Value-Added Telecom Services 被引量:5
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作者 戴建华 白秀广 舒华英 《China Communications》 SCIE CSCD 2011年第5期157-164,共8页
In order to study supply chain of the telecom value-added service,a multi-leaders and multi-followers Stackelberg game model with multiple telecom operators and multiple service providers whose income is composed of i... In order to study supply chain of the telecom value-added service,a multi-leaders and multi-followers Stackelberg game model with multiple telecom operators and multiple service providers whose income is composed of information fee division and advertisement was constructed.Then a demonstration was simulated,and the results were compared with the situation of service providers' income only from information fee division.The simulated and compared results indicate that,the enterprises in the supply chain have the nature of pursuing the maximum profits in capital markets;meanwhile,first-mover advantages and some enterprise can get more profits with the information asymmetry. 展开更多
关键词 telecom service supply chain coordination multi-leaders multi-followers Stackelberg model bi-level programming
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A Multi-Agent System Using JADE for Simulation of Supply Chains 被引量:3
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作者 AHN Hyungjun PARK Sungjoo 《Journal of Electronic Science and Technology of China》 2004年第3期74-79,共6页
This paper proposes a prototype system for modeling and simulation of supply chains using a widely accepted agent platform Java agent development platform (JADE). A simple but practical coordination mechanism agent-ba... This paper proposes a prototype system for modeling and simulation of supply chains using a widely accepted agent platform Java agent development platform (JADE). A simple but practical coordination mechanism agent-based dynamic information network for supply chains (ADINS) is employed for the illustration of the suggested system and a simulation experiment is performed using a supply chain model of a Korean LCD manufacturing company. The result shows that the suggested mechanism is successful in reducing bullwhip effects and increasing service rates. 展开更多
关键词 supply chain management multi-agent systems JADE
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Consensus protocol for heterogeneous multi-agent systems: A Markov chain approach 被引量:1
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作者 朱善迎 陈彩莲 关新平 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第1期569-573,共5页
This paper deals with the consensus problem for heterogeneous multi-agent systems. Different from most existing consensus protocols, we consider the consensus seeking of two types of agents, namely, active agents and ... This paper deals with the consensus problem for heterogeneous multi-agent systems. Different from most existing consensus protocols, we consider the consensus seeking of two types of agents, namely, active agents and passive agents. The objective is to directly control the active agents such that the states of all the agents would achieve consensus. In order to obtain a computational approach, we subtly introduce an appropriate Markov chain to cast the heterogeneous systems into a unified framework. Such a framework is helpful for tackling the constraints from passive agents. Furthermore, a sufficient and necessary condition is established to guarantee the consensus in heterogeneous multi-agent systems. Finally, simulation results are provided to verify the theoretical analysis and the effectiveness of the proposed protocol. 展开更多
关键词 heterogeneous multi-agent system consensus protocol Markov chain
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Agricultural Supply Chain Traceability System Based on Multi-Agent System 被引量:3
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作者 CHEN Hong-lin 《Asian Agricultural Research》 2011年第10期42-45,49,共5页
In order to overcome defects in existing ASCTS(Agricultural Supply Chain Traceability System,a new traceability system based on Multi-Agent System(MAS) is put forward.By qualitative method,I analyze problems of applic... In order to overcome defects in existing ASCTS(Agricultural Supply Chain Traceability System,a new traceability system based on Multi-Agent System(MAS) is put forward.By qualitative method,I analyze problems of application of Agent technology in tracing quality of agricultural products.Physical model is built for this system and structure of traceability system is determined.Finally,algorithm is presented for major entities.From analysis of algorithm,it is proved that this system has some reference value in improving breadth and depth of product traceability. 展开更多
关键词 multi-Agent System Agricultural product supply chain ASCTS Agricultural product security China
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Anionic synthesis of binary random in-chain multi-functionalized poly(styrene/butadiene/isoprene and dimethyl [4-phenylvinyl)-phenyl]silane)(PS-DPESiH,PB-DPESiH,PI-DPESiH) copolymers 被引量:1
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作者 Jun Ding Yang Li +2 位作者 Kai Hua Shen Bai Wang Yu Rong Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2012年第6期749-752,共4页
The binary random in-chain silyl-hydride multi-functionalized poly(styrene/butadiene/isoprene and dimethyl[4-(1-phenylvinyl) phenyl]silane) (PS-DPESiH, PB-DPESiH, PI-DPESiH) copolymers were successfully synthesi... The binary random in-chain silyl-hydride multi-functionalized poly(styrene/butadiene/isoprene and dimethyl[4-(1-phenylvinyl) phenyl]silane) (PS-DPESiH, PB-DPESiH, PI-DPESiH) copolymers were successfully synthesized. These functionalized copo- lymers were prepared in hexane with n-BuLi as the initiator at 50℃ for 4 h. The silyl-hydride groups were introduced into polymer backbones quantitatively by living anionic polymerization. The copolymers were determined through 1H NMR, size exclusion chromatography (SEC) and differential scanning calorimetry (DSC) techniques, while the number of silyl-hych-ide groups was calculated and discussed. 展开更多
关键词 Dimethyl (4-(1-phenylvinyl) phenyl) silane Random in-chain silyl-hydride multi-functionalized copolymers Living anionicpolymerization
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MULTI-DIMENSIONAL MARKOV CHAIN–BASED ANALYSIS OF CONFLICT PROBABILITY FOR SPECTRUM RESOURCE SHARING
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作者 张轶 喻莉 张利维 《Acta Mathematica Scientia》 SCIE CSCD 2015年第1期207-215,共9页
In this paper, we consider the optimal problem of channels sharing with het-erogeneous traffic (real-time service and non-real-time service) to reduce the data conflict probability of users. Moreover, a multi-dimens... In this paper, we consider the optimal problem of channels sharing with het-erogeneous traffic (real-time service and non-real-time service) to reduce the data conflict probability of users. Moreover, a multi-dimensional Markov chain model is developed to analyze the performance of the proposed scheme. Meanwhile, performance metrics are derived. Numerical results show that the proposed scheme can effectively reduce the forced termination probability, blocking probability and spectrum utilization. 展开更多
关键词 multi-dimensional Markov chain model independent Poisson process negative exponential distribution forced termination probability blocking probability
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联合体与共同体:应用型高校产教融合链式嵌入的两种重要方式 被引量:15
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作者 唐献玲 《教育理论与实践》 北大核心 2025年第3期14-18,共5页
在中国式教育现代化进程中,联合体与共同体是产教深度融合的重要范式,也是统筹推进教育科技人才进一步全面深化改革的关键载体。具体到应用型高校产教融合,基于人才链、创新链、产业链等多链条嵌入式发展视角,一方面,应从空间视角谋划... 在中国式教育现代化进程中,联合体与共同体是产教深度融合的重要范式,也是统筹推进教育科技人才进一步全面深化改革的关键载体。具体到应用型高校产教融合,基于人才链、创新链、产业链等多链条嵌入式发展视角,一方面,应从空间视角谋划推进区域协同多链互嵌,持续打造市域产教联合体,注重区域内嵌耦合,注重结构化协同配合,强化自适性产教服务;另一方面,应从分工视角提升组织逻辑运行的效能,以多链融合为架构、以统筹集约为路径、以创新创业为重心,持续打造行业产教共同体。在此基础上,聚焦产业集群成长曲线,实施伴生式嵌入;聚焦行业特色优势布局,实施专业化嵌入;聚焦资源良性循环运转,实施有组织嵌入,将联合体与共同体建设统一于新质生产力的链式发展要求,有效促进应用型高校产教融合发展。 展开更多
关键词 应用型高校 产教融合 联合体 共同体 内嵌耦合 多链融合
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Algebraic or Algorithmic: Searching for Optimal Solutions in Multi-Stage Supply Chain Models
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作者 Ab Rahman Ahmad Borkistang Mohamad Sami M. Halawani 《Journal of Software Engineering and Applications》 2017年第8期663-676,共14页
In this paper we proposed an AMH Supply Chain model to obtain optimal solutions for Two-, Three- and Four-Stage for deterministic models. Besides deriving its algebraic solutions, a simple searching method is successf... In this paper we proposed an AMH Supply Chain model to obtain optimal solutions for Two-, Three- and Four-Stage for deterministic models. Besides deriving its algebraic solutions, a simple searching method is successfully applied in obtaining optimal total costs and its integer multipliers. Our model has shown promising results in comparison to Equal Cycle Time and other existing ones. The tests focused on obtaining optimal total annual costs and other related details of Two-, Three- and Four-Stage for deterministic models. The results are run under Visual Basic Programming platform using Intel? CoreTM2 Duo T6500 Processor. 展开更多
关键词 AMH Model ALGEBRAIC Solution INVENTORY Coordination multi-STAGE Supply chain MODELS Simple Search Algorithm
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基于多权威属性基加密的智能电网数据安全共享模型 被引量:1
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作者 张新有 刘庆夫 +1 位作者 冯力 邢焕来 《信息网络安全》 北大核心 2025年第1期98-109,共12页
智能电网通过共享把数据的潜在价值转化为实际利益,因此保障数据共享的安全至关重要。文章面向智能电网场景中数据的细粒度访问控制,提出一种基于多权威属性基加密(MA-ABE)的数据安全共享模型。文章使用线性整数秘密共享方案(LSSS)构建M... 智能电网通过共享把数据的潜在价值转化为实际利益,因此保障数据共享的安全至关重要。文章面向智能电网场景中数据的细粒度访问控制,提出一种基于多权威属性基加密(MA-ABE)的数据安全共享模型。文章使用线性整数秘密共享方案(LSSS)构建MA-ABE方案,实现一个属性可被多个权威监控,多个权威可联合生成用户私钥,使得方案可抵抗针对属性权威机构(AA)的合谋攻击。将每个权威与一条区块链关联,并利用中继技术实现多链协同,保障数据跨域共享灵活性。通过安全规约证明了所提MA-ABE方案在基于判定性双线Diffie-Hellman假设的前提下满足选择明文攻击下的不可区分性(IND-CPA)安全性。文章通过理论分析和对比实验说明了MA-ABE方案在存储、计算以及功能性方面均有一定的优势。仿真结果表明,模型的吞吐量和时延满足了智能电网数据共享的需求,能够在保证智能电网数据共享性能的情况下,适用于智能电网的细粒度访问控制。 展开更多
关键词 智能电网 多权威属性基加密 多链协同 访问控制 数据共享
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巨厚含水砂岩顶板煤层多元灾害协同防控技术研究进展 被引量:3
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作者 张吉雄 黄书翔 +3 位作者 王洪涛 王海宾 周楠 邓雪杰 《采矿与安全工程学报》 北大核心 2025年第1期1-15,共15页
彬长矿区位于陕西省黄陇煤田中段,是全国13个大型煤炭基地之一,矿井的开采处于深埋高应力、高瓦斯、高地温、高自然发火和厚硬洛河组含水层(“四高一硬”)的复杂环境,面临着冲击地压、水害、瓦斯、热害和自然发火等多元灾害问题。当前... 彬长矿区位于陕西省黄陇煤田中段,是全国13个大型煤炭基地之一,矿井的开采处于深埋高应力、高瓦斯、高地温、高自然发火和厚硬洛河组含水层(“四高一硬”)的复杂环境,面临着冲击地压、水害、瓦斯、热害和自然发火等多元灾害问题。当前针对多元灾害多采取分别防控的方法,并没有考虑各灾害之间的互馈关系和灾害防控导致次生灾害的问题。围绕当前彬长矿区巨厚含水砂岩顶板煤层开采面临多元灾害并存的重大挑战,针对彬长矿区多元灾害链互馈机理和多元动力灾害协同防控方法这2个关键科学问题,详细介绍目前取得的最新研究进展,具体包括巨厚含水砂岩顶板煤层开采多元灾害致灾机理、巨厚含水砂岩顶板煤层开采多元灾害链互馈机制、多元灾害防治次生效应和多元灾害链协同防控方法等4个方面的内容。研发的巨厚含水砂岩顶板煤层多元灾害协同防控技术可为我国类似复杂条件煤矿多元灾害协同防控和安全高效生产提供技术借鉴和理论支撑。 展开更多
关键词 巨厚含水砂岩 多元灾害 灾害链 互馈机理 协同防控
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Supply Chain Management System Model of Virtual Enterprises Based on Multi-Agent
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作者 LI Zhen ZHANG Pei-pei 《International Journal of Plant Engineering and Management》 2008年第3期167-173,共7页
Based on the analysis of a virtual enterprise and the development of supply chain management, their integration is proposed. Then, the difference between multi-agent system modeling method and the traditional modeling... Based on the analysis of a virtual enterprise and the development of supply chain management, their integration is proposed. Then, the difference between multi-agent system modeling method and the traditional modeling method is analyzed, and a method based on Java agent framework for multi-agent systems( JAFMAS) is proposed. By using this method the virtual enterprise' s supply chain management system model is established. 展开更多
关键词 virtual enterprise supply chain management multi-AGENT JAFMAS system model
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基于多链的能源数据链上链下安全检索方案
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作者 肖珂 刘颖 +2 位作者 何云华 徐刚 王超 《计算机工程》 北大核心 2025年第8期238-249,共12页
随着能源行业的数字化转型,能源区块链在能源数据的存储与检索方面发挥着重要作用。然而,能源信息数据种类繁多、信息量巨大,并且涉及市场参与者的商业机密和敏感信息。对于大规模的区块链系统而言,提高其单位存储负载和保护数据隐私是... 随着能源行业的数字化转型,能源区块链在能源数据的存储与检索方面发挥着重要作用。然而,能源信息数据种类繁多、信息量巨大,并且涉及市场参与者的商业机密和敏感信息。对于大规模的区块链系统而言,提高其单位存储负载和保护数据隐私是一项具有挑战性的任务。在未来的应用中,能源数据的存储模式以及如何对其进行安全检索将成为限制能源区块链发展的主要问题。为此,提出一种基于能源区块链的链上链下安全检索方案。利用链上链下协同存储技术,降低链上数据的存储开销,并利用多链协同隐私保护架构实现不同能源数据的互通共享。将设计加密的查找表作为能源区块链内部数据存储结构,并设置标志位,以实现不同来源能源数据的检索。在云端设计一对n的查找表作为加密数据的存储结构,打破了传统检索过程中查询索引和查询对象之间一对一的关系,进一步保护数据的隐私和安全性,实现了能源数据信息的安全检索。实验结果表明,该方案是可行的,具有可靠性和高效性。 展开更多
关键词 能源交易 区块链 链上链下 多链协同 数据存储 安全检索
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多目标双元闭环供应链回收连锁店选址模型及优化算法 被引量:1
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作者 魏欣 张宇恒 +1 位作者 张惠珍 马良 《计算机应用研究》 北大核心 2025年第3期818-824,共7页
为推进各类资源节约集约利用,提高废弃物回收和利用效率,考虑了竞争存在下的利润最优化问题,从逆向供应链视角,基于博弈理论构建了包含制造商、回收商、回收竞争商,以及消费者在内的混合竞争回收渠道双元闭环供应链系统;并同时以建设服... 为推进各类资源节约集约利用,提高废弃物回收和利用效率,考虑了竞争存在下的利润最优化问题,从逆向供应链视角,基于博弈理论构建了包含制造商、回收商、回收竞争商,以及消费者在内的混合竞争回收渠道双元闭环供应链系统;并同时以建设服务成本最小化、客户满意度最大化、回收利润最大化为目标,建立多目标双元闭环供应链回收连锁店选址模型。借鉴蘑菇繁殖生长机制的原理,以繁殖过程中菌落思想为核心,结合Pareto非支配解集算法设计了改进的蘑菇繁殖算法,对多目标选址问题进行优化求解。实验结果验证了模型的可行性和算法的有效性,并通过比较竞争者价格敏感度与交叉价格敏感度对优化目标的影响,为回收连锁店选址决策提供了参考。 展开更多
关键词 选址问题 回收连锁店 多目标优化 蘑菇繁殖算法
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WEAR FAILURE MECHANISM AND MULTI-IMPACT PROPERTY OF AUTOMOTIVE ENGINE CHAIN 被引量:12
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作者 Meng Fanzhong Wang Shukun +2 位作者 Lan Hong Xu Rongjin Xu Hanxue 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2005年第3期401-404,共4页
The multi-impact characteristics and failure mechanism of two kinds of automotive engine chain made in China are studied through engine assembly and road-drive tests. The worn surface morphologies of rubbing area betw... The multi-impact characteristics and failure mechanism of two kinds of automotive engine chain made in China are studied through engine assembly and road-drive tests. The worn surface morphologies of rubbing area between pin, bush and roller are also analyzed based on scanning electron microscope. The results show that the main wear mechanism of automotive engine chain is fatigue wear, and its failure mechanism is the forming, extending and flaking of cracks on top layer of pin and bush. In addition, the material, hot-treatment method and shaping technique for roller have a great influence upon the resistance to multi-impact. Ensuring sufficient strength and plasticity of roller, as well as adopting suitable shaping technique are the effective method to increase its resistance to multi-impact. 展开更多
关键词 Automotive engine chain Wear mechanism Cold-extruding roller Resistance to multi-impact Cycle performance
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基于改进博弈论组合赋权和云模型的电力装备制造企业多价值链协同成本管理效益评价
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作者 许晓敏 王之怡 +4 位作者 杨梦琪 张勇 郑世鹏 牛东晓 斯琴卓娅 《全球能源互联网》 北大核心 2025年第2期135-148,共14页
随着市场竞争复杂性和不确定性不断增大,电力装备制造企业需要更加准确和科学地控制成本以提高企业的成本管理效益能力。为此,构建了基于改进博弈论组合赋权和云模型的电力装备制造企业多价值链协同成本管理效益评价模型。首先,探讨了... 随着市场竞争复杂性和不确定性不断增大,电力装备制造企业需要更加准确和科学地控制成本以提高企业的成本管理效益能力。为此,构建了基于改进博弈论组合赋权和云模型的电力装备制造企业多价值链协同成本管理效益评价模型。首先,探讨了电力装备制造企业的系统构成,从供应、生产、营销和服务多个价值链构建了评价指标体系。其次,结合博弈论思想对最优最劣法(best worst method,BWM)确定的主观权重和CRITIC(criteria importance through intercriteria correlation)法确定的客观权重进行组合优化。利用云模型对电力装备制造企业多价值链成本管理效益进行评价,并划分了评价等级指标。最后,以某电力装备制造企业进行实证分析,并根据评价结果提出相关建议,为企业在实践中优化成本管理效益效果提供参考。 展开更多
关键词 多价值链协同 成本管理效益 组合赋权 博弈论 云模型
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Agile Supply Chain Reengineering Based on Multi-Objective Global Performance Measurement
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作者 Wang juxiang, Xi Lifeng, Wang Anlin & Hu ZongwuDepartment of Industrial Engineering, School of Mechanical Engineering,Shanghai Jiaotong University, Shanghai 200030, P. R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第1期30-35,80,共7页
The process and related technology of agile supply chain reengineering is discussed in this paper. The process of supply chain reengineering is divided into two parts here: structure reengineering and operation strate... The process and related technology of agile supply chain reengineering is discussed in this paper. The process of supply chain reengineering is divided into two parts here: structure reengineering and operation strategy reengineering. Multi-agent concept is adopted in the structure reengineering for the convenience of the modeling. Enterprises in the agile supply chain are expressed as corresponding agents with specified characteristics. Cost and response time are adopted as the main objectives of the global supply chain performance measurement. A virtual simplified supply chain is used to illustrate the role of overall supply chain performance measurement in the reengineering process. 展开更多
关键词 Agile supply chain reengineering Structure reengineering Strategy reengineering multi-agent technology
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Discrete decision model and multi-agent simulation of the Liang Zong two-chain hierarchical organization in a complex project
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作者 MAI Qiang ZHAO Yueqiang AN Shi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第2期311-320,共10页
Different from the organization structure of complex projects in Western countries, the Liang Zong hierarchical organization structure of complex projects in China has two different chains, the chief-engineer chain an... Different from the organization structure of complex projects in Western countries, the Liang Zong hierarchical organization structure of complex projects in China has two different chains, the chief-engineer chain and the general-director chain,to handle the trade-off between technical and management decisions. However, previous works on organization search have mainly focused on the single-chain hierarchical organization in which all decisions are regarded as homogeneous. The heterogeneity and the interdependency between technical decisions and management decisions have been neglected. A two-chain hierarchical organization structure mapped from a real complex project is constructed. Then, a discrete decision model for a Liang Zong two-chain hierarchical organization in an NK model framework is proposed. This model proves that this kind of organization structure can reduce the search space by a large amount and that the search process should reach a final stable state more quickly. For a more complicated decision mechanism, a multi-agent simulation based on the above NK model is used to explore the effect of the two-chain organization structure on the speed, stability, and performance of the search process. The results provide three insights into how, compared with the single-chain hierarchical organization, the two-chain organization can improve the search process: it can reduce the number of iterations efficiently; the search is more stable because the search space is a smoother hill-like fitness landscape; in general, the search performance can be improved.However, when the organization structure is very complicated, the performance of a two-chain organization is inferior to that of a single-chain organization. These findings about the efficiency of the unique Chinese-style organization structure can be used to guide organization design for complex projects. 展开更多
关键词 complex project two-chain hierarchical organization discrete decision model multi-agent simulation
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电力装备制造企业多价值链协同成本控制
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作者 许晓敏 蒋晓雨 +3 位作者 李湘颖 孔亚楠 郑世鹏 王之怡 《科学技术与工程》 北大核心 2025年第25期10735-10748,共14页
电力装备制造企业的成本受到生产、营销、服务等的多重影响,为了进一步提升电力装备制造业成本管理效益,基于系统动力学原理,引入多价值链协同概念,构建电力装备制造企业多价值链协同成本控制模型。通过分析生产价值链、营销价值链和服... 电力装备制造企业的成本受到生产、营销、服务等的多重影响,为了进一步提升电力装备制造业成本管理效益,基于系统动力学原理,引入多价值链协同概念,构建电力装备制造企业多价值链协同成本控制模型。通过分析生产价值链、营销价值链和服务价值链的协同关系,运用系统动力学方法对系统中各要素进行因果关系分析,构建电力装备制造企业多价值链协同成本控制模型。以A电力装备制造企业的实际数据为例,运用Vensim软件进行实证分析和敏感性分析,分析了不同情境下的成本变动情况,并提出管理建议,为电力装备制造企业多价值链协同的成本控制及优化管理提供参考。结果表明,研发支出投入和销售投入对成本控制影响较大,将两者设置一个合理的比例时,可以在保持整个系统处于相对合理区间的前提下,有效控制企业多价值链协同下的总成本。 展开更多
关键词 电力装备制造企业 多价值链协同 系统动力学 成本控制
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基于第三方物流企业的多价值链网络效应研究
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作者 冉文学 杨斌 《物流科技》 2025年第10期23-29,共7页
对于由多家优质汽车零部件供应商、多家普通汽车零部件供应商、多家汽车制造商和一个第三方物流企业构成的多价值链系统,系统内存在多种且复杂的网络效应。文章利用系统动力学方法构建了基于第三方物流企业的系统动力学模型,并通过Vensi... 对于由多家优质汽车零部件供应商、多家普通汽车零部件供应商、多家汽车制造商和一个第三方物流企业构成的多价值链系统,系统内存在多种且复杂的网络效应。文章利用系统动力学方法构建了基于第三方物流企业的系统动力学模型,并通过Vensim PLE软件仿真模拟系统中两类汽车零部件供应商负向组间网络效应对采供双方数量及各方期望收益的影响。仿真分析表明:两类汽车零部件供应商接入系统的数量及期望收益与自身负向组间网络效应强度呈正相关关系,与对方负向组间网络效应强度呈负相关关系;汽车制造商数量则与优质汽车零部件供应商负向组间网络效应强度呈正相关关系,与普通汽车零部件供应商间网络效应强度呈负相关关系,但其期望收益所受两者影响并不明显;第三方物流企业期望收益与两类汽车零部件供应商负向组间网络效应强度均呈负相关关系。 展开更多
关键词 第三方物流企业 供应链管理 系统动力学 多价值链系统 网络效应
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碳税政策下存在随机需求的供应链定价和生产最优决策
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作者 李玉仙 王玖河 《燕山大学学报(哲学社会科学版)》 2025年第5期87-96,共10页
文章在碳税政策和随机需求双重约束下,构建了无权力结构、零售商主导、制造商主导的三种类型的供应链优化模型,设计了基于多智能体结构的分布式一致性算法,对供应链进行优化,给出供应链最优价格及生产决策,并通过数值仿真,对碳税政策及... 文章在碳税政策和随机需求双重约束下,构建了无权力结构、零售商主导、制造商主导的三种类型的供应链优化模型,设计了基于多智能体结构的分布式一致性算法,对供应链进行优化,给出供应链最优价格及生产决策,并通过数值仿真,对碳税政策及随机波动的影响进行了分析研究,结果表明:(1)随着碳税的增加,供应链的整体社会福利会降低,制造商主导的供应链结构需求量最低;(2)需求的随机波动会使得供应链的交易量和整体社会福利随着产品随机需求的增加而减少,且对制造商主导供应链结构冲击更大,制造商主导的供应链结构不利于碳减排;(3)当部分制造商遭受生产中断或零售商失去与其他单元的连接时,所设计的一致性方案使市场在快速调整后进入稳定运行。最后,数值仿真说明了该方法的有效性。 展开更多
关键词 供应链 多智能体结构 碳税政策 随机需求
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