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Published in:
2023 | OriginalPaper | Chapter
Research on Man-Machine Interface Layout Method of Intelligent Command Cabin Based on GA-AA
Authors : Aiguo Lu, Bo Dong, Xiaoye Tong, Wen Li
Published in: Man-Machine-Environment System Engineering
Publisher: Springer Nature Singapore
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Abstract
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.