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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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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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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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大语言模型赋能区块链服务安全研究综述:现状、挑战与机遇(特邀)
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作者 林丹 卢顺峰 +5 位作者 刘姿妍 张博昭 何龙 蒋子规 吴嘉婧 郑子彬 《计算机工程》 北大核心 2026年第1期1-21,共21页
区块链已逐渐发展成支撑数字经济的重要基础设施,但其匿名性、跨链互操作性、多方参与等特征,导致诈骗、洗钱与攻击等安全事件频发,严重威胁生态系统的稳定与合规。尽管现有分析工具与方法在区块链服务安全领域取得了一定进展,但仍普遍... 区块链已逐渐发展成支撑数字经济的重要基础设施,但其匿名性、跨链互操作性、多方参与等特征,导致诈骗、洗钱与攻击等安全事件频发,严重威胁生态系统的稳定与合规。尽管现有分析工具与方法在区块链服务安全领域取得了一定进展,但仍普遍存在泛化能力不足、推理能力有限、难以适应复杂业务逻辑演化等问题。与此同时,生成式大语言模型(LLM)的快速发展正在深刻重塑服务计算范式,其在自然语言理解、知识推理与多模态融合等方面的优势,为区块链服务安全研究提供了新的思路与技术路径。系统梳理LLM在事前智能合约审计、事中异常行为检测、事后多链行为关联任务中的应用进展,归纳其优势与局限,总结LLM赋能区块链服务安全的典型实践。最后,展望LLM赋能区块链服务安全面临的开放科学问题与未来研究方向,为构建可信、可解释、高效的区块链服务计算与治理体系提供参考。 展开更多
关键词 区块链 大语言模型 服务安全 智能合约审计 异常行为检测 多链行为关联
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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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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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创新集群理论视角下市域产教联合体建设的理论透析、困境归因和系统跃升
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作者 蔡安成 许世杰 《教育与职业》 北大核心 2026年第4期45-53,共9页
创新集群理论以多主体网络协同、集聚效应叠加、多链耦合共生为核心要义,为市域产教联合体建设突破发展瓶颈提供了系统性分析框架。通过透析创新集群与市域产教联合体建设的适配逻辑,剖析当前市域产教联合体建设面临的主体网络协同不足... 创新集群理论以多主体网络协同、集聚效应叠加、多链耦合共生为核心要义,为市域产教联合体建设突破发展瓶颈提供了系统性分析框架。通过透析创新集群与市域产教联合体建设的适配逻辑,剖析当前市域产教联合体建设面临的主体网络协同不足、知识溢出效应未充分转化、运行载体功能虚化、创新动力不足等困境,构建基于创新集群理论的市域产教联合体系统框架,并从网络结构重建、利益机制重构、实体运作重塑、创新动力重聚四个维度,提出有针对性的系统跃升路径,以促进市域产教联合体实现从“形式聚合”到“实质耦合”的高质量发展。 展开更多
关键词 创新集群 联合体 协同创新 多链耦合 路径优化
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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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基于大语言模型的中文隐喻多维度评估
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作者 黄孝喜 查正超 陆诗佳 《浙江大学学报(工学版)》 北大核心 2026年第2期388-395,共8页
探讨大语言模型(LLMs)在中文隐喻句子质量评估中的应用.结合以往工作和认知语言学知识,制定中文隐喻的多维度评估标准.按照该标准构建高质量的人工评估数据集作为基准,以验证大语言模型在中文隐喻评估任务上的表现.以概念隐喻理论为指导... 探讨大语言模型(LLMs)在中文隐喻句子质量评估中的应用.结合以往工作和认知语言学知识,制定中文隐喻的多维度评估标准.按照该标准构建高质量的人工评估数据集作为基准,以验证大语言模型在中文隐喻评估任务上的表现.以概念隐喻理论为指导,将多轮对话和思维链提示相结合,提出基于大语言模型的中文隐喻多维度评估框架.实验结果显示,大语言模型在直接评分任务上与人工评分结果的皮尔逊相关系数为0.807,在组内择优任务上与人工评分结果的卡帕系数为0.831;大语言模型的评估结果与人工评分结果的一致性极高.所提评估框架结合概念隐喻理论与大语言模型,能够出色地完成中文隐喻评估任务. 展开更多
关键词 隐喻评估 中文隐喻 概念隐喻理论 大语言模型(LLM) 提示工程 多轮对话 思维链
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基于第三方云平台的汽车服务价值链多链协同模型
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作者 余洋 曾强 +4 位作者 孙毓方 吕瑞 蒋琳 王书海 周宁 《计算机集成制造系统》 北大核心 2026年第2期759-771,共13页
为有效解决汽车服务价值链协同存在“价值链孤岛”和“链间”业务协作效率低下等问题,从第三方云平台的角度,先构建汽车服务价值链多链协同关系模型,刻画多条汽车服务价值链上需求企业和供给企业之间的多链关系,使需求企业可以基于业务... 为有效解决汽车服务价值链协同存在“价值链孤岛”和“链间”业务协作效率低下等问题,从第三方云平台的角度,先构建汽车服务价值链多链协同关系模型,刻画多条汽车服务价值链上需求企业和供给企业之间的多链关系,使需求企业可以基于业务活动与具有多链关系的供给企业开展多链协同;再从成本与价值角度建立汽车服务价值链多链协同优化模型,给出多利益主体之间自利策略的求解方法,帮助需求企业从多条汽车服务价值链上的诸多供给企业处获得最优业务资源。以配件资源的多链协同为例,验证了基于第三方云平台的汽车服务价值链多链协同模型的合理性与有效性。 展开更多
关键词 汽车服务价值链 多链协同模型 多链关系 第三方云平台
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碳排放权交易政策对高能耗企业供应链韧性的影响研究——来自准自然实验的证据
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作者 李勋来 李欣颖 《中国海洋大学学报(社会科学版)》 2026年第1期60-76,共17页
在“双碳”目标驱动下,碳排放权交易政策作为市场型环境规制工具,对高能耗企业供应链韧性的影响机制亟待探索。以2012—2023年中国八大高能耗行业上市公司为样本,采用多时点PSM-DID模型,通过实证检验碳交易政策对供应链韧性的影响及其... 在“双碳”目标驱动下,碳排放权交易政策作为市场型环境规制工具,对高能耗企业供应链韧性的影响机制亟待探索。以2012—2023年中国八大高能耗行业上市公司为样本,采用多时点PSM-DID模型,通过实证检验碳交易政策对供应链韧性的影响及其作用路径。研究发现:碳排放权交易政策显著提升高能耗企业供应链韧性,且通过平行趋势检验、安慰剂检验及匹配方法替换等稳健性检验;政策通过创新效应、信息效应和绿色治理效应三重路径增强韧性,验证了“政策压力—企业响应—系统重构”的动态传导逻辑;政策对成长期企业、国有企业及高融资约束企业的促进作用更显著,对成熟期和衰退期及非国有企业、融资约束低的企业效果有限。 展开更多
关键词 碳排放权交易政策 供应链韧性 多时点PSM-DID 高能耗企业
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基于Multi-Agent自适应供应链系统研究 被引量:7
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作者 任荣平 蒋国瑞 黄梯云 《计算机应用与软件》 CSCD 北大核心 2006年第5期67-68,89,共3页
尽管基于Mu lti-Agent的供应链提高了供应链系统的灵活性,但是由于供应链系统中供应商、消费者以及产品的经常变化,供应链系统适应环境的变化。提出了基于Mu lti-Agent的自适应供应链系统模型,讨论了该模型下如何解决由于新的厂商加入... 尽管基于Mu lti-Agent的供应链提高了供应链系统的灵活性,但是由于供应链系统中供应商、消费者以及产品的经常变化,供应链系统适应环境的变化。提出了基于Mu lti-Agent的自适应供应链系统模型,讨论了该模型下如何解决由于新的厂商加入引起的交互协议的改变带来的供应链系统的适应性问题,并在此基础上对基于Mu lti-Agent的自适应供应链系统的实现技术进行了介绍。 展开更多
关键词 multi—AGENT 供应链 自适应系统
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基于改进Jaya和DREAM算法的变分贝叶斯学习的输电塔结构损伤识别
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作者 胡琴 林昭生 周南飞 《东南大学学报(自然科学版)》 北大核心 2026年第1期142-153,共12页
针对有大量不确定性参数的复杂空间输电塔结构面临损伤识别精度不足及后验分布计算困难等挑战,本文提出一种结合变分贝叶斯推断、改进Jaya算法和多链差分自适应进化算法的稀疏贝叶斯学习方法。该方法基于多链差分自适应进化算法的变分... 针对有大量不确定性参数的复杂空间输电塔结构面临损伤识别精度不足及后验分布计算困难等挑战,本文提出一种结合变分贝叶斯推断、改进Jaya算法和多链差分自适应进化算法的稀疏贝叶斯学习方法。该方法基于多链差分自适应进化算法的变分贝叶斯学习求解不确定性参数后验分布的高维积分问题,并基于改进Jaya算法融合自适应混沌扰动与改进的进化策略克服原始Jaya算法易陷入局部最优的缺陷,以平衡结构损伤识别精度与效率的需求。本研究通过实验室输电塔缩尺模型来验证所提方法的适用性。实验结果表明:通过迭代计算模型参数与超参数,可精准识别结构损伤位置与程度;同时,还可利用后验分布评估参数的不确定性水平。 展开更多
关键词 损伤识别 变分贝叶斯推断 改进Jaya算法 多链差分自适应进化算法 输电塔
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基于Multi-Agent的供应链系统模型及其仿真 被引量:7
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作者 王世卿 黎楚兵 《计算机工程与设计》 CSCD 北大核心 2010年第5期1081-1084,共4页
针对具有复杂自适应特征的供应链系统,设计了一个基于multi-agent的制造业供应链系统仿真模型。该模型分别从企业主体层和业务流程层构建供应链系统的agent模型,通过各独立agent之间的来实现系统从接到客户订单到交付产品的整个过程。... 针对具有复杂自适应特征的供应链系统,设计了一个基于multi-agent的制造业供应链系统仿真模型。该模型分别从企业主体层和业务流程层构建供应链系统的agent模型,通过各独立agent之间的来实现系统从接到客户订单到交付产品的整个过程。通过将任务分解并引入合同网模型来建立制造商与供应商之间的高效协商机制。通过在swarm平台上的系统仿真实验表明,该模型可较好的反映供应链内部的运行状况,并有良好的测试效果和稳定性。 展开更多
关键词 供应链 多主体 复杂自适应 合同网 SWARM平台
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大规模任务场景下多无人机协同任务分配方法
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作者 王俊杰 闫东宇 +1 位作者 郝永平 徐九龙 《兵工学报》 北大核心 2026年第1期244-260,共17页
目前,多无人机(Unmanned Aerial Vehicle,UAV)在大规模任务场景下的任务分配问题仍是一个挑战性问题。传统启发式算法可在较低计算复杂度下得到满意的解,但收敛速度慢且难以收敛到全局最优解。为此提出一种基于UAV链、任务链和双阶段修... 目前,多无人机(Unmanned Aerial Vehicle,UAV)在大规模任务场景下的任务分配问题仍是一个挑战性问题。传统启发式算法可在较低计算复杂度下得到满意的解,但收敛速度慢且难以收敛到全局最优解。为此提出一种基于UAV链、任务链和双阶段修复策略的遗传算法(Genetic Algorithm Based on UAV-chain,Task-chain,and Two-Stage Repair strategy,UTTSRGA)。在编码结构中设计UAV链和任务链来量化任务执行代价,增强了编码中的信息承载能力并显著提升搜索效率。针对交叉操作后出现任务缺失与任务重复问题,设计双阶段修复策略。第一阶段设计随机填充机制,增强对解空间的全局搜索能力;第二阶段设计邻接映射表修复机制,根据任务间的邻接关系提供进化方向,有效引导种群向当前最优解快速收敛。提出动态复合变异策略,融合自适应变异率与基于任务链值的变异点选择,并设计4种功能互补的变异算子,多维度协同优化解的质量。针对大规模场景下的路径交叉问题,引入路径优化策略,从实践角度进一步优化任务分配方案。实验结果表明,UTTSRGA在不同任务规模下,尤其是大规模复杂任务场景中,在解的质量、收敛速度和鲁棒性3个方面均表现出显著优势。 展开更多
关键词 多无人机协同 无人机链 任务链 双阶段修复机制 路径交叉
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