柔集理论在MAS合作机制中应用研究

Research on the Applications of Soft Set Theory in MAS Cooperation Mechanism

文章提出了一种多智能体系统的合作模式,并给出了如何应用该合作模式的详细描述。将系统中智能体的语义属性采用实系数来定义,并将其以表格的形式采用一种新的处理不确定性问题通用的数学工具—柔集合理论来表示。由此,在一系列的建议候选合作的智能体中就可以在经过约简的柔集合表里直接计算进行选择,系统中采用自适应学习算法来体现多智能体系统运行历史记录和干预用户选择状态。

This paper proposes a new cooperation mechanism of Multi-agent system and gives a detailed description of how to apply the cooperation mechanism in practice.It defines the semantic properties of agents as some real number,and to be representation in a tabular according to Soft sets theory,which is a novel general mathematical tool very suitable for dealing with uncertainties.Thus,the selected cooperative objects can be computed directly from the reduct-table of soft set of the semantic properties among a set of suggested agents for cooperation.In this system,a adaptive algorithms is adopted in order to permit the modify of the coefficients according to history data or the supervised user's choices.