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A method for overall planning and allocation of equipment test resources based on chaotic genetic algorithm

A technology of chaotic genetics and resources, which is applied in the field of overall planning and allocation of equipment test resources based on chaotic genetic algorithms, can solve problems such as early convergence, inability to obtain accurate solutions, large randomness of new individuals, and achieve the effect of solving uneven allocation

Active Publication Date: 2022-04-08
中国人民解放军32801部队
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  • Description
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Problems solved by technology

However, the standard genetic algorithm has problems such as premature convergence, large randomness in the generation of new individuals, and inability to obtain accurate solutions in the solution process.

Method used

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  • A method for overall planning and allocation of equipment test resources based on chaotic genetic algorithm
  • A method for overall planning and allocation of equipment test resources based on chaotic genetic algorithm
  • A method for overall planning and allocation of equipment test resources based on chaotic genetic algorithm

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Embodiment Construction

[0049] In order to better understand the contents of the present invention, an example is given here. figure 1 It is a flow chart of the equipment test resource overall planning and allocation method based on the chaotic genetic algorithm of the present invention; figure 2 It is an example diagram of chromosome coding of the present invention; image 3 It is the test task 1 step process of the embodiment; Figure 4 Be the test task 4 steps flow process of embodiment; Figure 5 is the optimal value convergence curve of the chaotic genetic algorithm of the embodiment; Figure 6 is the optimal value convergence curve of the standard genetic algorithm of the embodiment.

[0050] The invention discloses a method for overall planning and allocation of equipment test resources based on chaotic genetic algorithm. The flow of the whole method is as follows: figure 1 As shown, it specifically includes the following steps:

[0051] S1. According to the current test task requirement...

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Abstract

The invention discloses a method for the overall planning and deployment of equipment test resources based on a chaotic genetic algorithm. The steps include: according to the current test task requirements and equipment resource conditions, determining the deployment optimization set, that is, determining the task / step set participating in the deployment and the participants participating in the deployment Available equipment set; construct objective function and constraint conditions; use chaotic genetic algorithm to solve the mathematical model of test resource overall deployment process; construct chaotic crossover operator based on Logistic chaotic map, and use crossover probability and chaotic crossover operator of chaotic genetic algorithm Generate new individuals; the new individuals generated after chaotic crossover and chaotic mutation constitute a new generation of population until the chaotic genetic algorithm converges, and the optimal solution for the overall deployment of test resources is obtained, and the optimal solution is used as the final deployment plan for equipment test resources, output The deployment plan. The invention changes the manual allocation mode of the existing equipment test resources, and solves the problems of uneven allocation of equipment test resources, low test efficiency and the like.

Description

technical field [0001] The invention relates to the field of equipment testing, in particular to a method for coordinating and allocating equipment testing resources based on a chaotic genetic algorithm. Background technique [0002] Equipment testing is the assessment and verification of equipment performance, production conditions, and use conditions in accordance with the specified requirements during the equipment development process, with the purpose of ensuring that the performance and quality of the equipment meet the specified standards. For the completion of equipment test activities, different test subjects require different test resources to guarantee. Different test resources are distributed in different locations and units, and each test resource is isolated from each other. In the process of equipment test organization, facing different test requirements, it is often necessary for test personnel to use manual allocation and manual planning to complete the overa...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/27G06N3/12G06N7/08G06Q10/06
CPCG06F30/27G06Q10/06316G06N3/126G06N7/08
Inventor 孙晓赵颖孙鹏徐熙阳孙磊古先光盛经雨郭旭凯冉讯殷浚喆
Owner 中国人民解放军32801部队
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