基于OWA算子的多智能体系统结果融合

Zili Zhang, Chengqi Zhang
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引用次数: 8

摘要

在多智能体系统中,每个智能体可能有自己的专业知识。当他们被要求完成同样的任务时,结果可能会不同。在这种情况下,我们需要融合结果以获得最终结果。我们提出了一种信息融合方法,当多个代理被要求从不同的资源收集相同查询的信息时。讨论了具有相似知识的多个智能体使用相同信息进行决策的群体决策融合问题。两者都基于有序加权平均(OWA)算子。
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Result fusion in multi-agent systems based on OWA operator
In multi-agent systems, each of the agents may have its own expertise. When they are asked to accomplish the same task, the results may be different. In such situations, we need to fuse the results to obtain a final one. We propose an information fusion approach when multiple agents are asked to collect the information for the same query from different resources. We also discuss the group decision fusion problem that several agents with similar knowledge make decisions using the same information. Both are based on ordered weighted averaging (OWA) operator.
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