Maritime formation cooperative air defense combat rule inversion method
To solve the multi-task and multi-platform cooperative decision-making problem in the maritime formation cooperative air defense operation,a method of inversion of cooperative air defense operation rules based on genetic fuzzy lo-gic tree was proposed.A cascading fuzzy inference system is designed for threat assessment,target weapon assignment,fire control and other C2 tasks.Evolutionary learning is used to learn and invert cooperative combat rules from Wargaming.Based on the simulation results,the method can adapt to the dynamic changes of the battlefield and the decision-making delay is less than 1 second.The inversion of combat rules based on genetic fuzzy logic tree alleviates the lack of interpretab-ility faced by deep reinforcement learning and the problem of reward sparsity in simulation environment.At the same time,the combat rules generated by inversion also provide a new source of knowledge for analyzing the nature of naval warfare.
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