5 research outputs found
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Multi-Agent Systems: A new paradigm for Systems of Systems
We present the notion of Systems of Systems, its drivers, and the challenges we face in conceptualizing, designing, implementing and validating them. In this work in progress we propose Multi-Agent Systems as a new paradigm, taken from Artificial Intelligence, which seems to fit the purpose
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System of Systems and Emergence. Part 1: Principles and Framework
The paper is in two parts and in Part (1) attempts to formalise the loose concept of "System of Systems" (SoS) within the context of Systems Theory whilst in Part (2) explores and develops a conceptual framework for emergence that is suitable for further development. We view the notion of SoS as an evolution of the standard notion of systems and provide an abstract and generic definition that is detached from the particular domain. To achieve this we deal first with the abstraction of the fundamental components of the system, describe the different aspects of the structure of a composite system and then embark on the task to explain the difference of the new notion, to the standard notion of Composite Systems. We present a new abstract definition of the notion of System of Systems as an evolution of the notion of Composite Systems, empowered by the concept of autonomy and participation in tasks referred to as plays which are usually linked to games. The notion of the play is introduced as an extension of the notion of the system and involves the notion of autonomous agents in place of objects and the notion of scenario in place of interconnection topology. This new definition characterises SoS as a development of the Composite System notion where now the subsystems act as autonomous intelligent agents in a multi-agent system play based on a scenario that possibly involves a game. The notion of emergence is considered within both the framework of Composite and SoS and it is linked to the problem of defining functions on a given system and evaluating their values. The emergence is thus presented as the defining signature of a system including System of Systems
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Symmetries, groups and groupoids for Systems of Systems
In this paper we propose an algebraic model of systems based on the concept of symmetry that can be instrumental in representing Systems of Systems two main characteristics, namely complexity and (hierarchical) emergence