Aircraft soldier system intelligent behavior modeling method based on global situation information

Abstract

The invention discloses an aircraft soldier system intelligent behavior modeling method based on global situation information, and the method comprises the steps of carrying out the mathematical expression of a global situation based on a state vector through the comprehensive research and judgment of the global battlefield situation in complex air; proposing a situation feature extraction and perception algorithm based on a two-dimensional GIS situation map, obtaining element information which cannot be directly obtained in the state vector, and obtaining a global situation state space for anaircraft soldier intelligent behavior model to perceive; and proposing a reward value generation algorithm based on network connected domain maximization, and driving the aircraft soldier intelligentbehavior model to iteratively evolve to a high return under incomplete global situation excitation. According to the technical scheme, effective theoretical basis and technical assistance can be provided for research of obtaining greater combat information advantages under incomplete battlefield situation awareness, generation of efficient air combat command and control decision-making, analysis,deduction and repeated air combat schemes, improvement of the combat level of an aircraft soldier system and the like.

Description

technical field [0001] The invention belongs to the technical field of combat situation analysis and aviation modeling and simulation, and in particular relates to an aviation system intelligent behavior modeling method based on global situation information. Background technique [0002] In recent years, our country is in the development process of military reform in the new era, and the security forms it faces are increasingly complex. Aviation has the characteristics of rapid application of combat power, multi-dimensional battlefield space, rapid changes in combat situations, and diverse combat methods. It is an important force for maintaining national security. [0003] The aviation force system is a typical complex system. The uncertainty of the combat situation, the complexity of weapons and equipment, and the huge number of combat tasks make the combat simulation research face huge challenges. At present, the combat simulation research for the aviation system is far fr...

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Problems solved by technology

[0009] Aiming at the problems in the confrontation simulation of the current aviation force system, such as numerous models, complex combat rules, strong uncertainty in troop configuration and mission process, the formal expression of the situation of the red and blue parties is complicated, and the confrontation decision is difficult to effectively generate. Research on intelligent behavior modeling method of aviation system, the present invention proposes a modeling method of intelligent behavior of aviation system based on global situation information

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