Layout Design of Human-Machine Interaction Interface of Cabin Based on Cognitive Ergonomics and GA-ACA

Computational Intelligence and Neuroscience
Li DengSuihuai Yu

Abstract

In order to consider the psychological cognitive characteristics affecting operating comfort and realize the automatic layout design, cognitive ergonomics and GA-ACA (genetic algorithm and ant colony algorithm) were introduced into the layout design of human-machine interaction interface. First, from the perspective of cognitive psychology, according to the information processing process, the cognitive model of human-machine interaction interface was established. Then, the human cognitive characteristics were analyzed, and the layout principles of human-machine interaction interface were summarized as the constraints in layout design. Again, the expression form of fitness function, pheromone, and heuristic information for the layout optimization of cabin was studied. The layout design model of human-machine interaction interface was established based on GA-ACA. At last, a layout design system was developed based on this model. For validation, the human-machine interaction interface layout design of drilling rig control room was taken as an example, and the optimization result showed the feasibility and effectiveness of the proposed method.

References

Jan 1, 1997·Bio Systems·M Dorigo, L M Gambardella
Jul 14, 2000·Nature·E BonabeauG Theraulaz
Dec 26, 2006·Applied Ergonomics·Spyros Margaritis, Nicolas Marmaras
Jan 1, 1996·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·M DorigoA Colorni

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Citations

Sep 19, 2019·Revista brasileira de enfermagem·Rafaela Oliveira de SalesJosé Eurico de Vasconcelos Filho
May 28, 2019·BMC Nursing·Hanna WüllerHartmut Remmers
Feb 6, 2019·Computational Intelligence and Neuroscience·Wenjie WangJunlong Niu

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Software Mentioned

Visual Basic
ACA
MMAS
GA
CATIA

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