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Agent-Based Modeling the Emergent Behavior ofA System-of-Systems

机译:基于Agent的系统系统紧急行为建模

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Net-Centric Operations (NCO) is operated on a System-of-Systems (SoS) communicationrnenvironment. Emergent behavior is one of the five SoS characteristics. Layered SoSrnarchitectures start from the top SoS-level containing emergent behavior. Conceptualrnagent-based modeling was presented to simulate the four principles of emergence. Thernsimulations covered the condition of emergence, non-linear behavior and couplingrnrelationship between agents. The four principles are interrelated. The emergent behaviorrnhas impacts on traditional systems engineering process. Neural network artificialrnintelligence may be needed to assist the understanding of emergent behaviors forrnarchitectural model development. Agent-based modeling needs further development andrnshould be integrated with neural network and SysML.
机译:以网络为中心的操作(NCO)在系统间(SoS)通信环境中进行操作。紧急行为是五个SoS特征之一。分层的SoSrn体系结构从包含紧急行为的最高SoS级别开始。提出了基于概念代理的模型来模拟出现的四个原理。仿真涵盖了代理之间出现,非线性行为和耦合关系的条件。这四个原则是相互关联的。突发行为对传统的系统工程过程有影响。可能需要神经网络人工智慧来帮助理解建筑模型开发的紧急行为。基于代理的建模需要进一步开发,应该与神经网络和SysML集成。

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