基于多智能体的编队反潜作战仿真研究

Multi-Agent Based Anti-Submarine Simulation for Fleet

为了探索最佳编队反潜战术,在对问题特点和多智能体仿真技术优势进行分析的基础上,构建了基于多智能体的编队反潜作战仿真系统。在系统中,作战单元被抽象为单个的智能体,具有一定的性能属性参数,通过"黑板"区进行数据读写与共享,根据规则库规则进行推演步进,并对智能体知识的利用、优化和更新进行了设计。仿真系统可有效用于编队反潜作战问题的模拟仿真。

In order to get the best anti - submarine tactic for a fleet, under an objective analysis multi-agent system, a multi-agent based simulation system is proposed for fleet anti-submarine battle. the system, warship and submarine are abstracted as single agent, which has a certain performance rameters, reads and changes data through the ＂blackboard＂, and actsaccording to the rules given by director. A design for the knowledge use and optimization is also given, and the practice shows that system can be well used to simulate the problem.