基于BP神经网络的水面舰艇CGF反潜指挥决策模型

摘要

This article sets up a ASW warship CGF decision making model to meet the requirment of modern simiulation war of surfaceship CGF that is independent and intelligent. It studies the frame of decision making of surface ship CGF, and sets up an ASW warship CGF decision making model based on BP neural network, though training the storeroom of tactics rules of ASW warship. In our experiment, ASW warship CGF decision making model was validated truely in different situation;fur-thermore,the model will provide a certain help in surface ship CGF modeling.%为了利用水面舰艇CGF战斗实体具有自主性、智能性等特点，满足现代作战模拟需求，建立了水面舰艇CGF反潜指挥决策模型。对水面舰艇CGF指挥决策整体框架进行了研究，并通过对水面舰艇对潜作战战术规则库学习训练，建立了基于BP神经网络的水面舰艇CGF反潜指挥决策模型。通过仿真，验证了水面舰艇CGF反潜模型在不同态势下指挥决策模型的正确性和有效性，从而为水面舰艇CGF建模提供参考。