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Formation-containment control for nonholonomic multi-agent systems with a desired trajectory constraint
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作者 GU Xueqiang LU Lina +1 位作者 XIANG Fengtao ZHANG Wanpeng 《Journal of Systems Engineering and Electronics》 2025年第1期256-268,共13页
This paper addresses the time-varying formation-containment(FC) problem for nonholonomic multi-agent systems with a desired trajectory constraint, where only the leaders can acquire information about the desired traje... This paper addresses the time-varying formation-containment(FC) problem for nonholonomic multi-agent systems with a desired trajectory constraint, where only the leaders can acquire information about the desired trajectory. Input the fixed time-varying formation template to the leader and start executing, this process also needs to track the desired trajectory, and the follower needs to converge to the convex hull that the leader crosses. Firstly, the dynamic models of nonholonomic systems are linearized to second-order dynamics. Then, based on the desired trajectory and formation template, the FC control protocols are proposed. Sufficient conditions to achieve FC are introduced and an algorithm is proposed to resolve the control parameters by solving an algebraic Riccati equation. The system is demonstrated to achieve FC, with the average position and velocity of the leaders converging asymptotically to the desired trajectory. Finally, the theoretical achievements are verified in simulations by a multi-agent system composed of virtual human individuals. 展开更多
关键词 multi-agent systems nonholonomic dynamics formation-containment(FC)control desired trajectory constrains
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一种Multi-agent System的信任模型 被引量:10
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作者 赵书良 蒋国瑞 黄梯云 《管理科学学报》 CSSCI 北大核心 2006年第5期36-43,共8页
Multi-agent技术已广泛用于大型分布式管理系统的开发.多agent间合作的信任问题会严重影响系统的效率.现有的信任模型基本上都是基于WEB的peer-to-peer环境给出的,它们不太适于multi_agent system(MAS)环境.针对MAS环境中信任的特点,提... Multi-agent技术已广泛用于大型分布式管理系统的开发.多agent间合作的信任问题会严重影响系统的效率.现有的信任模型基本上都是基于WEB的peer-to-peer环境给出的,它们不太适于multi_agent system(MAS)环境.针对MAS环境中信任的特点,提出了一种基于信誉和关系网的agent信任体系.分析实验表明该模型能促进agent关系网的凝聚性,能较大的提高agent合作伙伴选取的效率,并在重复交往环境下agent的合作成功率,以及在抑制恶意推荐、协同作弊、偏心这些干扰现象上较已有模型有较大改进.该模型在供应链管理和电子商务合作伙伴选择方面,具有一定的理论意义和实用价值. 展开更多
关键词 multi-agent SYSTEM 信任体系 信誉 关系网
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基于信用和关系网的Multi-agent System信任体系 被引量:6
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作者 赵书良 蒋国瑞 黄梯云 《计算机工程》 EI CAS CSCD 北大核心 2006年第8期198-200,共3页
提出了一种MAS环境下基于信用和关系网的Agent信任体系,给出了模型的构建方法及相关的量化公式。该信任体系可以使系统中的推荐信任和直接信任等同看待,能抑制恶意推荐、协同作弊这些干扰现象,能促进关系网的凝聚性,简化Agent合作伙伴... 提出了一种MAS环境下基于信用和关系网的Agent信任体系,给出了模型的构建方法及相关的量化公式。该信任体系可以使系统中的推荐信任和直接信任等同看待,能抑制恶意推荐、协同作弊这些干扰现象,能促进关系网的凝聚性,简化Agent合作伙伴的选取,从而促进系统中Agent间的合作。 展开更多
关键词 MULTI—AGENT system 信任体系 信用 关系网 技术性贸易壁垒
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基于Multi-Agent System的群机协同空战指挥控制系统模型的研究 被引量:7
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作者 刘金星 佟明安 《电光与控制》 2001年第z1期49-53,共5页
研究了由多个智能 Agent(Multi- Agent System)组成的群机协同空战指挥控制系统的总体结构及基于 BDI(Belief、Desire、Intention)结构的 Agent对空战环境的感知模型、作战意图模型、决策模型和通讯行为。
关键词 协同空战 指挥控制 multi-agent 环境感知 决策 通讯
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Consensus tracking protocol and formation control of multi-agent systems with switching topology 被引量:13
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作者 年晓红 苏赛军 潘欢 《Journal of Central South University》 SCIE EI CAS 2011年第4期1178-1183,共6页
Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of... Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of networks, which are aimed at ensuring that the concerned states of agents converge to a constant or time-varying reference state, new consensus tracking protocols with a constant and time-varying reference state are proposed, respectively. Particularly, by contrast with spanning tree, an improved condition of switching interaction topology is presented. And then, convergence analysis of two consensus tracking protocols is provided by Lyapunov stability theory. Moreover, consensus tracking protocol with a time-varying reference state is extended to achieve the fbrmation control. By introducing formation structure set, each agent can gain its individual desired trajectory. Finally, several simulations are worked out to illustrate the effectiveness of theoretical results. The test results show that the states of agents can converge to a desired constant or time-varying reference state. In addition, by selecting appropriate structure set, agents can maintain the expected formation under random switching interaction topologies. 展开更多
关键词 multi-agent system consensus protocols formation control switching topology
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Consensus problem of second-order multi-agent systems with time-varying communication delay and switching topology 被引量:9
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作者 Chenglin Liu Fei Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期672-678,共7页
Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-... Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-Razumikhin functions respectively, consensus criterions in the form of linear matrix inequality (LMI) are obtained for the system with time-varying communication delays under static interconnection topology con- verging to the leader's states. Moreover, the delay-dependent consensus criterion in the form of LMI is also obtained for the system with time-invariant communication delay and switching topologies by constructing Lyapunov-Krasovskii functional. Numerical simulations present the correctness of the results. 展开更多
关键词 second-order multi-agent system time-varyingcommunication delay switching topology Lyapunov-Krasovskii Lyapunov-Razumikhin.
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Improvement for consensus performance of multi-agent systems based on delayed-state-derivative feedback 被引量:6
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作者 Zhihai Wu Huajing Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第1期137-144,共8页
The delayed-state-derivative feedback (DSDF) is in- troduced into the existing consensus protocol to simultaneously improve the robustness to communication delay and accele- rate the convergence speed of achieving t... The delayed-state-derivative feedback (DSDF) is in- troduced into the existing consensus protocol to simultaneously improve the robustness to communication delay and accele- rate the convergence speed of achieving the consensus. The frequency-domain analysis, together with the algebra graph the- ory, is employed to derive the sufficient and necessary condition guaranteeing the average consensus. It is shown that introduc- ing the DSDF with the proper intensity in the existing consensus protocol can improve the robustness to communication delay. By analyzing the effect of DSDF on the closed-loop poles, this pa- per proves that for a supercritical-delay multi-agent system, this strategy can also accelerate the convergence speed of achieving the consensus with provided the proper intensity of the DSDE Simulations are provided to demonstrate the effectiveness of the theoretical results. 展开更多
关键词 multi-agent system CONSENSUS robustness conver- gence speed delayed-state-derivative feedback.
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Consensus and formation control of discrete-time multi-agent systems 被引量:6
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作者 王婧 年晓红 王海波 《Journal of Central South University》 SCIE EI CAS 2011年第4期1161-1168,共8页
Consensus problems for discrete-time multi-agent systems were focused on. In order to design effective consensus protocols, which were aimed at ensuring that the concerned states of agents converged to a common value,... Consensus problems for discrete-time multi-agent systems were focused on. In order to design effective consensus protocols, which were aimed at ensuring that the concerned states of agents converged to a common value, a new consensus protocol for general discrete-time multi-agent system was proposed based on Lyapunov stability theory. For discrete-time multi-agent systems with desired trajectory, trajectory tracking and formation control problems were studied. The main idea of trajectory tracking problems was to design trajectory controller such that each agent tracked desired trajectory. For a type of formation problem with fixed formation structure, the formation structure set was introduced. According to the formation structure set, each agent can track its individual desired trajectory. Finally, simulations were provided to demonstrate the effectiveness of the theoretical results. The mlmerical results show that the states of agents converge to zero with consensus protocol, which is said to achieve a consensus asymptotically. In addition, through designing appropriate trajectory controllers, the simulation results show that agents converge to the desired trajectory asymptotically and can form different formations. 展开更多
关键词 multi-agent system CONSENSUS trajectory tracking FORMATION
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Distributed fuzzy fault-tolerant consensus of leader-follower multi-agent systems with mismatched uncertainties 被引量:6
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作者 MALIKA Sader WANG Fuyong +1 位作者 LIU Zhongxin CHEN Zengqiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第5期1031-1040,共10页
In this paper,the distributed fuzzy fault-tolerant tracking consensus problem of leader-follower multi-agent systems(MASs)is studied.The objective system includes actuator faults,mismatched parameter uncertainties,non... In this paper,the distributed fuzzy fault-tolerant tracking consensus problem of leader-follower multi-agent systems(MASs)is studied.The objective system includes actuator faults,mismatched parameter uncertainties,nonlinear functions,and exogenous disturbances under switching communication topologies.To solve this problem,a distributed fuzzy fault-tolerant controller is proposed for each follower by adaptive mechanisms to track the state of the leader.Furthermore,the fuzzy logic system is utilized to approximate the unknown nonlinear dynamics.An error estimator is introduced between the mismatched parameter matrix and the input matrix.Then,a selective adaptive law with relative state information is adopted and applied.When calculating the Lyapunov function’s derivative,the coupling terms related to consensus error and mismatched parameter uncertainties can be eliminated.Finally,a numerical simulation is given to validate the effectiveness of the proposed protocol. 展开更多
关键词 distributed fuzzy fault-tolerant control(FTC) tracking consensus problem leader-follower multi-agent system mismatched parameter uncertainty
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Leader-following coordination of multi-agent systems with information feedback 被引量:3
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作者 Wang Dongmei Fang Huajing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第4期823-828,共6页
Based on the strategy of information feedback from followers to the leader, flocking control of a group of agents with a leader is studied. The leader tracks a pre-defined trajectory and at the same time the leader us... Based on the strategy of information feedback from followers to the leader, flocking control of a group of agents with a leader is studied. The leader tracks a pre-defined trajectory and at the same time the leader uses the feedback information from followers to the leader to modify its motion. The advantage of this control scheme is that it reduces the tracking errors and improves the robustness of the team cohesion to followers' faults. The results of simulation are provided to illustrate that information feedback can improve the performance of the system. 展开更多
关键词 multi-agent system leader-following flocking control information feedback.
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Fast consensus seeking for multi-agent systems 被引量:3
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作者 Yingying She Huajing Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期534-539,共6页
For multi-agent systems based on the local information,the agents automatically converge to a common consensus state and the convergence speed is determined by the algebraic connectivity of the communication network.T... For multi-agent systems based on the local information,the agents automatically converge to a common consensus state and the convergence speed is determined by the algebraic connectivity of the communication network.To study fast consensus seeking problems of multi-agent systems in undirected networks,a consensus protocol is proposed which considers the average information of the agents' states in a certain time interval,and a consensus convergence criterion for the system is obtained.Based on the frequency-domain analysis and algebra graph theory,it is shown that if the time interval is chosen properly,then requiring the same maximum control effort the proposed protocol reaches consensus faster than the standard consensus protocol.Simulations are provided to demonstrate the effectiveness of these theoretical results. 展开更多
关键词 multi-agent systems CONSENSUS cooperative control convergence rate.
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Research on consensus of multi-agent systems with and without input saturation constraints 被引量:4
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作者 QI Duo HU Junhua +2 位作者 LIANG Xiaolong ZHANG Jiaqiang ZHANG Zhihao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第4期947-955,共9页
In recent years,with the continuous development of multi-agent technology represented by unmanned aerial vehicle(UAV)swarm,consensus control has become a hot spot in academic research.In this paper,we put forward a di... In recent years,with the continuous development of multi-agent technology represented by unmanned aerial vehicle(UAV)swarm,consensus control has become a hot spot in academic research.In this paper,we put forward a discrete-time consensus protocol and obtain the necessary and sufficient conditions for the second-order consensus of the second-order multi-agent system with a fixed structure under the condition of no saturation input.The theoretical derivation verifies that the two eigenvalues of the Laplacian of the communication network matrix and the sampling period have an important effect on achieving consensus.Then we construct and verify sufficient conditions to achieve consensus under the condition of input saturation constraints.The results show that consensus can be achieved if velocity,position gain,and sampling period satisfy a set of inequalities related to the eigenvalues of the Laplacian matrix.Finally,the accuracy and validity of the theoretical results are proved by numerical simulations. 展开更多
关键词 multi-agent system consensus control input constraint distributed control
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Distributed fault diagnosis observer for multi-agent system against actuator and sensor faults 被引量:3
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作者 YE Zhengyu JIANG Bin +2 位作者 CHENG Yuehua YU Ziquan YANG Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第3期766-774,共9页
Component failures can cause multi-agent system(MAS)performance degradation and even disasters,which provokes the demand of the fault diagnosis method.A distributed sliding mode observer-based fault diagnosis method f... Component failures can cause multi-agent system(MAS)performance degradation and even disasters,which provokes the demand of the fault diagnosis method.A distributed sliding mode observer-based fault diagnosis method for MAS is developed in presence of actuator and sensor faults.Firstly,the actuator and sensor faults are extended to the system state,and the system is transformed into a descriptor system form.Then,a sliding mode-based distributed unknown input observer is proposed to estimate the extended state.Furthermore,adaptive laws are introduced to adjust the observer parameters.Finally,the effectiveness of the proposed method is demonstrated with numerical simulations. 展开更多
关键词 multi-agent system(MAS) sensor fault actuator fault unknown input observer sliding mode fault diagnosis
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Multi-agent System中多维度信誉模型设计 被引量:1
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作者 徐莉 余红伟 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2013年第3期476-482,共7页
在multi-agent system(MAS)中引入信誉机制是解决Agent间复杂交互问题促进合作的有效途径.在构造信誉置信度和期望信誉级别两种信誉表示形式的基础上,提出第三方权威机构的资质评价作为第三种信誉信息来源,引入活动相似算子和信息来源权... 在multi-agent system(MAS)中引入信誉机制是解决Agent间复杂交互问题促进合作的有效途径.在构造信誉置信度和期望信誉级别两种信誉表示形式的基础上,提出第三方权威机构的资质评价作为第三种信誉信息来源,引入活动相似算子和信息来源权重,从评价目标多维性和信息来源多维性对初始信誉置信度评价进行修正,运用Dempster规则合成计算获得最终信誉评价,并以实例验证了模型的实用性.最后对模型的效率与抗威胁性进行了检验,结果表明模型解决了新进Agent的信誉赋值问题,可以在一定程度上激励Agent主动给出交互评价,并能很好地解决或缓解分布式系统中关键的8种安全威胁. 展开更多
关键词 MULTI—AGENT SYSTEM 信誉模型 信息来源维度 价目标维度 Dempster合成规则
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Consensus of second-order nonlinear multi-agent systems via sliding mode observer and controller 被引量:1
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作者 Xiaolei Li Xiaoyuan Luo +2 位作者 Shaobao Li Jianjin Li Xinping Guan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第4期756-765,共10页
This paper investigates the consensus problem of second-order nonlinear multi-agent systems (MASs) via the sliding mode control (SMC) approach. The velocity of each agent is assumed to be unmeasurable. A second-order ... This paper investigates the consensus problem of second-order nonlinear multi-agent systems (MASs) via the sliding mode control (SMC) approach. The velocity of each agent is assumed to be unmeasurable. A second-order sliding mode observer is designed to estimate the velocity. Then a distributed discontinuous control law based on first-order SMC is presented to solve the consensus problem. Moreover, to overcome the chatting problem, two controllers based on the boundary layer method and the super-twisting algorithm respectively are presented. It is shown that the MASs will achieve consensus under some given conditions. Some examples are provided to demonstrate the effectiveness of the proposed control laws. 展开更多
关键词 nonlinear multi-agent system sliding mode observer CONSENSUS sliding mode controller
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Open-loop and closed-loop D^(α)-type iterative learning control for fractional-order linear multi-agent systems with state-delays
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作者 LI Bingqiang LAN Tianyi +1 位作者 ZHAO Yiyun LYU Shuaishuai 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第1期197-208,共12页
This study focuses on implementing consensus tracking using both open-loop and closed-loop Dα-type iterative learning control(ILC)schemes,for fractional-order multi-agent systems(FOMASs)with state-delays.The desired ... This study focuses on implementing consensus tracking using both open-loop and closed-loop Dα-type iterative learning control(ILC)schemes,for fractional-order multi-agent systems(FOMASs)with state-delays.The desired trajectory is constructed by introducing a virtual leader,and the fixed communication topology is considered and only a subset of followers can access the desired trajectory.For each control scheme,one controller is designed for one agent individually.According to the tracking error between the agent and the virtual leader,and the tracking errors between the agent and neighboring agents during the last iteration(for open-loop scheme)or the current running(for closed-loop scheme),each controller continuously corrects the last control law by a combination of communication weights in the topology to obtain the ideal control law.Through the rigorous analysis,sufficient conditions for both control schemes are established to ensure that all agents can achieve the asymptotically consistent output along the iteration axis within a finite-time interval.Sufficient numerical simulation results demonstrate the effectiveness of the control schemes,and provide some meaningful comparison results. 展开更多
关键词 multi-agent system FRACTIONAL-ORDER consensus control iterative learning control virtual leader STATE-DELAY
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Semantic-based dynamic positioning mechanism for problem solving in multi-agent systems
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作者 李青山 褚华 +1 位作者 薛宝叶 张超 《Journal of Central South University》 SCIE EI CAS 2014年第2期618-628,共11页
In multi-agent systems(MAS),finding agents which are able to service properly in an open and dynamic environment are the key issue in problem solving.However,it is difficult to find agent resources quickly and positio... In multi-agent systems(MAS),finding agents which are able to service properly in an open and dynamic environment are the key issue in problem solving.However,it is difficult to find agent resources quickly and position agents accurately and complete the system integration by the keyword matching method,due to the lack of clear semantic information of the classical agent model.An semantic-based agent dynamic positioning mechanism was proposed to assist in the system dynamic integration.According to the semantic agent model and the description method,a two-stage process including the domain positioning stage and the service semantic matching positioning stage,was discussed.With this mechanism,proper agents that provide appropriate service to assign sub-tasks for task completion can be found quickly and accurately.Finally,the effectiveness of the positioning mechanism was validated through the in-depth performance analysis in the application of simulation experiments to the system dynamic integration. 展开更多
关键词 multi-agent systems(MAS) task revolution SEMANTICS dynamic location
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Sliding mode fault tolerant consensus control for multi-agent systems based on super-twisting observer
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作者 YANG Pu HU Xukai +1 位作者 WANG Zixin ZHANG Zhiqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第6期1309-1319,共11页
The fault-tolerant consensus problem for leader-following nonlinear multi-agent systems with actuator faults is mainly investigated.A new super-twisting sliding mode observer is constructed to estimate the velocity an... The fault-tolerant consensus problem for leader-following nonlinear multi-agent systems with actuator faults is mainly investigated.A new super-twisting sliding mode observer is constructed to estimate the velocity and undetectable fault information simultaneously.The time-varying gain is introduced to solve the initial error problem and peak value problem,which makes the observation more accurate and faster.Then,based on the estimated results,an improved sliding mode fault-tolerant consensus control algorithm is designed to compensate the actuator faults.The protocol can guarantee the finite-time consensus control of multi-agent systems and suppress chattering.Finally,the effectiveness and the superiority of the observer and control algorithm are proved by some simulation examples of the multi-aircraft system. 展开更多
关键词 multi-agent system sliding mode control fault-tolerant consensus control super-twisting sliding mode observer
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Extended consensus analysis of multi-agent systems with switching topologies
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作者 潘欢 年晓红 郭凌 《Journal of Central South University》 SCIE EI CAS 2012年第6期1564-1569,共6页
Theoretical analysis of consensus for networked multi-agent systems with switching topologies was conducted.Supposing that information-exchange topologies of networked system are dynamic,a modified linear protocol is ... Theoretical analysis of consensus for networked multi-agent systems with switching topologies was conducted.Supposing that information-exchange topologies of networked system are dynamic,a modified linear protocol is proffered which is more practical than existing ones.The definition of trajectory consensus is given and a new consensus protocol is exhibited such that multi-agent system achieves trajectory consensus.In addition,a formation control strategy is designed.A common Lyapunov function is proposed to analyze the consensus convergence of networked multi-agent systems with switching topologies.Simulations are provided to demonstrate the effectiveness of the theoretical results. 展开更多
关键词 networked multi-agent systems consensus problem switching topologies M-MATRIX
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Collaboration strategy for software dynamic evolution of multi-agent system
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作者 李青山 褚华 +2 位作者 张曼 李敏 刁亮 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第7期2629-2637,共9页
As the ability of a single agent is limited while information and resources in multi-agent systems are distributed, cooperation is necessary for agents to accomplish a complex task. In the open and changeable environm... As the ability of a single agent is limited while information and resources in multi-agent systems are distributed, cooperation is necessary for agents to accomplish a complex task. In the open and changeable environment on the Internet, it is of great significance to research a system flexible and capable in dynamic evolution that can find a collaboration method for agents which can be used in dynamic evolution process. With such a method, agents accomplish tasks for an overall target and at the same time, the collaborative relationship of agents can be adjusted with the change of environment. A method of task decomposition and collaboration of agents by improved contract net protocol is introduced. Finally, analysis on the result of the experiments is performed to verify the improved contract net protocol can greatly increase the efficiency of communication and collaboration in multi-agent system. 展开更多
关键词 multi-agent system dynamic evolution task decomposition collaboration
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