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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    Title :

    Research on Man-Machine Interface Layout Method of Intelligent Command Cabin Based on GA-AA


    Additional title:

    Lect. Notes Electrical Eng.


    Contributors:
    Long, Shengzhao (editor) / Dhillon, Balbir S. (editor) / Lu, Aiguo (author) / Dong, Bo (author) / Tong, Xiaoye (author) / Li, Wen (author)

    Conference:

    International Conference on Man-Machine-Environment System Engineering ; 2022 ; Beijing, China October 21, 2022 - October 23, 2022



    Publication date :

    2022-08-21


    Size :

    7 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




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