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An Investigation of Generality in two-layer Multi-agent Framework towards different domains

机译:对不同域两层多智能框架的一般性调查

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This paper proposes a two-layer multi-agent communication in two different environments. The communications in both layers of the framework are studied in order to determine the relevancy of agents to manage themselves towards different constraints across several domains. In this context, the generality of the multi-agent framework is measure by how well the agents improve the quality of solution compared with existing meta-heuristics. The two domains considered are university course timetabling and examination timetabling problems in Universiti Malaysia Sabah. The results are then compared with meta-heuristics introduced in previous studies using the same domains.
机译:本文提出了两个不同环境中的双层多代理通信。 研究了这两层层的通信,以确定代理的相关性,以跨多个域的不同约束。 在这种情况下,与现有的元启发式有多良好的代理改善解决方案质量的衡量标准,多代理框架的一般性是测量的。 考虑的两个域名是马来西亚大学沙巴大学的大学课程时间表和考试时间表问题。 然后将结果与使用相同域的先前研究中引入的Meta-heureistics进行比较。

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