The application of interactive genetic algorithm in the optimization of medical device product form design

IF 0.5 Q4 ENGINEERING, MULTIDISCIPLINARY Journal of Computational Methods in Sciences and Engineering Pub Date : 2023-06-10 DOI:10.3233/jcm-226920
Yueguang Kong
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Abstract

In order to solve the problem of low efficiency in the form design of medical device products and the inability to meet the needs of users, the research took the gastrointestinal machine of medical device as the research object, extracted the form design genes and semantic genes of medical device products, and constructed the form optimization design model of medical device products based on IGA algorithm. The research took the researcher and user data of the medical device design department as the main data, through crossover, mutation. The satisfactory solution is obtained by genetic process such as selection. Satisfactory solutions were obtained through genetic processes such as crossover, mutation and selection. The 12th generation project with the code of 000011 010001 100000 met the optimal solution, and the consensus satisfaction was 0.829. The research and design model can efficiently and automatically provide solutions for the design optimization of medical devices. It is recommended that the design department send out the best solution of the model, and optimize the solution in more detail again to improve the efficiency and accuracy of function realization.
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交互式遗传算法在医疗器械产品形态优化设计中的应用
为解决医疗器械产品形态设计效率低、无法满足用户需求的问题,本研究以医疗器械胃肠机为研究对象,提取医疗器械产品形态设计基因和语义基因,构建基于IGA算法的医疗器械产品形态优化设计模型。本研究以医疗器械设计部门的研究者和用户数据为主要数据,通过交叉、变异等方法进行研究。通过选择等遗传过程得到满意的解。通过交叉、突变、选择等遗传过程得到满意的解。编码为000011 010001 100000的第12代方案满足最优解,共识满意度为0.829。该研究设计模型能够高效、自动地为医疗器械的设计优化提供解决方案。建议设计部门将模型的最佳方案发出,再对方案进行更详细的优化,以提高功能实现的效率和准确性。
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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
152
期刊介绍: The major goal of the Journal of Computational Methods in Sciences and Engineering (JCMSE) is the publication of new research results on computational methods in sciences and engineering. Common experience had taught us that computational methods originally developed in a given basic science, e.g. physics, can be of paramount importance to other neighboring sciences, e.g. chemistry, as well as to engineering or technology and, in turn, to society as a whole. This undoubtedly beneficial practice of interdisciplinary interactions will be continuously and systematically encouraged by the JCMSE.
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