遗传算法
蚁群优化算法
接口(物质)
方案(数学)
计算机科学
操作员(生物学)
蚁群
算法
工程制图
数学优化
人工智能
工程类
并行计算
数学
机器学习
生物化学
转录因子
基因
最大气泡压力法
数学分析
气泡
抑制因子
化学
作者
Aiguo Lu,Bo Dong,Xiaoye Tong,Wen Li
出处
期刊:Lecture notes in electrical engineering
日期:2022-08-21
卷期号:: 457-463
标识
DOI:10.1007/978-981-19-4786-5_63
摘要
Starting from the solution of man-machine interface layout problem, this paper proposes to combine GA and AA to form a GA-AA hybrid algorithm, which simplifies the actual problem into a mathematical model, through the cabin operator information processing model and the layout method based on cognitive characteristics, Research on the spatial layout technology of man-machine interface based on GA-AA: firstly, the genetic ant colony algorithm and the basic idea of layout optimization based on GA-AA are used to improve the solution efficiency; Secondly, through the evolutionary operation steps and the termination conditions of genetic algorithm, the layout scheme most in line with the law of cognitive characteristics is solved; Finally, ant cycle model is used to solve the best layout scheme.
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