Test design method for combat simulation of weapon equipment system

Abstract

The invention discloses a test design method for combat simulation of a weapon equipment system. Based on an improved genetic algorithm, a proper chromosome coding mode and an effective adaptive function are selected, so that the similarity of optimal sample points is as small as possible, the projection characteristic is as large as possible, the mixing level design is supported, a specified number of test design combination samples are generated, and meanwhile, the sample space filling uniformity and the projection uniformity characteristic are met; through a series of genetic algorithm operations, a representative test factor combination can be found through loop iteration, the operability is high, and the implementation is easy; self-adaptive crossover operation can accelerate algorithm operation and quickly obtain an optimal test factor combination; based on the unique valuing property of a test factor in weapon equipment system combat simulation, a segmented variation operation is adopted; and catastrophe operation is adopted; by reserving the optimal individual and regenerating other remaining individuals, the algorithm can be prevented from falling into local optimum to a great extent.

Description

technical field [0001] The invention relates to the technical fields of computer simulation and artificial intelligence, in particular to an experiment design method serving for combat simulation of a weapon equipment system. Background technique [0002] The combat test of weapon equipment system is a test process based on system confrontation, which involves a large amount of weapon equipment and strategic deployment information of all parties participating in the test. Its parameters include the number of equipment, type of equipment, equipment performance parameters, deployment information, electromagnetic interference, natural Environmental information and related tactical parameters, etc. In the system test oriented to the combat simulation of the weapon and equipment system, the above-mentioned parameters that affect the confrontation process are test parameters, and all possible value combinations of the test parameters constitute a set of combat test parameters of t...

AI Technical Summary

Problems solved by technology

[0008] In view of this, the embodiment of the present invention provides a test design method serving the combat simulation of weaponry system, which is used to solve the problem that the test design in the combat simulation of weaponry system is often faced with different levels of test factors and a specified number of tests. Factor combination samples, large number of samples, required samples have uniform space filling and uniform projection characteristics, etc.

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