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Multilevel Agent-Based Modelling for Assignment or Matching Problems

机译:基于多级代理的分配或匹配问题的建模

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摘要

Assignment or matching problems have been addressed by various multi-agent methods, focused on enhancing privacy and distribution. Nevertheless, they little rely on the organisational structure provided by Multi-Agent Systems (MAS). We rather start from the intrinsic ability of multilevel MAS to represent intermediate points of view between the individual and the collective levels, to express matching or assignment problems in a homogeneous formalism. This model allows to define relevant metrics to assess the satisfaction of agent groups and allow them to build solutions that improve the overall well-being without disclosing all their individual information.
机译:各种多种代理方法已经解决了分配或匹配问题,专注于加强隐私和分发。 尽管如此,它们很少依赖多代理系统(MAS)提供的组织结构。 我们宁愿从多级MAS的内在能力开始代表个人和集体层面之间的中间观点,以表达均匀形式主义的匹配或分配问题。 该模型允许定义相关的指标以评估代理组的满意度,并允许他们构建解决方案,以改善整体福祉的情况而不披露所有个人信息。

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