用遗传算法实现多智能体联盟的形成

Multi-Agent Coalition Formation Based on Genetic Algorithms

在多Agent系统中,当单个Agent不能或不能有效完成特定的任务时,任务就必需分配给一组Agent,即Agent将形成联盟。本文将讨论Agent联盟的形成,并将遗传算法应用于Agent联盟形成中,希望可以快速、高效地找出合适的Agent联盟。

In multi-agent systems, when a single agent cannot finish tasks or perform them inefficiently, the allocation of tasks to a group of agents is necessary,i.e., agents will form coalition. In this paper,we discuss the agent coalition formation and apply genetic algorithms to agent coalition,in order to find out agent coalition fast and efficiently.