Multi-agent collaborative decision-making method and system for uncertain events

Abstract

The invention provides a multi-agent collaborative decision-making method and system for uncertain events. Compared with the prior art, the embodiment of the invention has the advantages that relative situation advantages can be constructed on the basis of parameters of two confronting parties, a basic reliability distribution function is constructed to solve and obtain basic reliability distribution of weapon sources, and selectable values and corresponding weights of agent performance can be set on the basis of the basic reliability distribution of the weapon sources; sub-optimization objectives corresponding to the number of selectable values of the agent performance are constructed; an agent performance advantage matrix of the two confronting parties is further constructed, and a payment function of each sub-optimization target is designed, so as to construct a high-dimensional matrix of the two confronting parties for evaluating a total strategy space; and finally, solving is conducted based on the high-dimensional matrixes of the two confronting parties, and a Nash equilibrium solution is outputted. The method does not need to depend on radar performance, and can achieve the judgment of a weapon source when radar judgment fails or the radar precision is not high and the capability is not strong, so as to make a decision.

Description

technical field [0001] The invention relates to the technical field of agent capability evaluation, in particular to a multi-agent collaborative decision-making method and system for uncertain events. Background technique [0002] With the development and application of intelligent bodies such as unmanned aerial vehicles and unmanned vehicles, they are more and more widely used in battlefield environments. As important weapon firepower information, the number of remaining ammunition is one of the most important considerations in air combat decision-making. Effectively judging the number of enemy remaining ammunition based on the acquired information is very critical in air combat decision-making. However, due to certain errors in the radar information and early warning information of the agent, although it is possible to obtain the model information of the opponent's agent and count the total number of weapons launched by the two warring parties, there is a certain visual bl...

AI Technical Summary

Problems solved by technology

[0006] Aiming at the deficiencies of the existing technology, the present invention provides a multi-agent collaborative decision-making method and system for uncertain events, which solves the problem that the existing multi-agents need to rely on radar performance to judge the source of weapons, and cannot accurately estimate weapons in special scenarios. Sources, Issues Affecting Tactical Decisions

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