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From AO Methodologies to MAS Infrastructures: The SODA Case Study

机译:从AO方法到MAS基础架构:SODA案例研究

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In the last years, research on agent-oriented (AO) methodologies and multi-agent system (MAS) infrastructures has developed along two opposite paths: while AO methodologies have essentially undergone a top-down evolution pushed by contributions from heterogeneous fields like human sciences, MAS infrastructures have mostly followed a bottom-up path growing from existing and widespread (typically object-oriented) technologies. This dichotomy has produced a conceptual gap between the proposed AO methodologies and the agent infrastructures actually available, as well as a technical gap in the MAS engineering practice, where methodologies are often built ad hoc out of MAS infrastructures, languages and tools.rnThis paper proposes a new method for filling the gap between methodologies and infrastructures based on the definition and study of the meta-models of both AO methodologies and MAS infrastructures. By allowing structural representation of abstractions to be captured along with their mutual relations, meta-models make it possible to map design-time abstractions from AO methodologies upon run-time abstractions from MAS technologies, thus promoting a more coherent and effective practice in MAS engineering. In order to validate our method, we take an AO methodology - SODA - and show how it can be mapped upon three different MAS infrastructures using meta-models as mapping guidelines.
机译:在过去的几年中,针对代理(AO)方法论和多代理系统(MAS)基础设施的研究沿着两条相反的道路发展:虽然AO方法论在本质上经历了由人类科学等异质领域的贡献推动的自上而下的发展从现有和广泛使用的(通常是面向对象的)技术开始,MAS基础结构基本上遵循了自下而上的道路。这种二分法在拟议的AO方法和实际可用的代理基础结构之间产生了概念上的鸿沟,也造成了MAS工程实践中的技术鸿沟,其中方法通常是从MAS基础架构,语言和工具中临时构建的。一种基于AO方法和MAS基础结构的元模型的定义和研究的,填补方法学和基础结构之间空白的新方法。通过允许捕获抽象的结构表示以及它们之间的相互关系,元模型使将AO方法的设计时抽象映射到MAS技术的运行时抽象上成为可能,从而促进了MAS工程中更加连贯和有效的实践。 。为了验证我们的方法,我们采用AO方法-SODA-并说明如何使用元模型作为映射指南将其映射到三个不同的MAS基础结构上。

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