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A Toolkit for the Realization of Constraint-Based Multiagent Systems

机译:实现基于约束的多主体系统的工具包

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摘要

Autonomy is largely accepted as a major distinctive characteristic of agents with respect of other computation models. This is one of the main reasons why the agent community has been investigating from different perspectives constraints and the tight relationship between autonomy and constraints. In this paper, we take the software engineering standpoint and we exploit the results of the research on constraint programming to provide the developer with a set of tools for the realization of constraint-based multiagent systems. In detail, the purpose of this paper is twofold. In the first part it presents a model that regards multi-agent systems in terms of constraint programming concepts. This model comprises an abstract picture of what a multiagent system is from the point of view of constraint programming and a language for modeling agents as solvers of constraint satisfaction and optimization problems. The second part of this paper describes an implemented toolkit that exploits this model to support the developer in programming and deploying constraint-based multiagent systems. This toolkit consists of a compiler and a runtime platform.
机译:相对于其他计算模型,自治被公认为是代理的主要鲜明特征。这是代理社区一直从不同角度调查约束以及自治与约束之间紧密关系的主要原因之一。在本文中,我们从软件工程的角度出发,并利用约束编程的研究成果,为开发人员提供了一套用于实现基于约束的多主体系统的工具。详细地讲,本文的目的是双重的。在第一部分中,它提出了一个在约束编程概念方面考虑多主体系统的模型。该模型包括从约束规划的角度出发的多智能体系统是什么的抽象图片,以及用于将智能体建模为约束满足和优化问题的求解器的语言。本文的第二部分描述了一个实现的工具箱,该工具箱利用此模型来支持开发人员编程和部署基于约束的多主体系统。该工具包包含一个编译器和一个运行时平台。

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