An Experimental Design Method Serving Combat Simulation of Weapon Equipment System

Abstract

The invention discloses an experiment design method serving combat simulation of a weapon equipment system. Based on an improved genetic algorithm, a suitable chromosome encoding method and an effective adaptive degree function are selected so that the similarity of the optimal sample point is as small as possible and the projection The characteristic is as large as possible, supports mixed-level design, generates a specified number of experimental design combination samples, and satisfies the characteristics of sample space filling uniformity and projection uniformity; through a series of genetic algorithm operations, representative experimental factors can be found after cyclic iterations Combination, strong operability, easy to implement; self-adaptive cross operation, which can speed up the operation of the algorithm, and quickly obtain the optimal test factor combination; based on the unique value nature of the test factor in the combat simulation of the weapon equipment system, the segmented mutation operation is adopted; The catastrophe operation, by retaining the optimal individual and regenerating other remaining individuals, can largely prevent the algorithm from falling into local optimum.

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...

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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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