Simulation-Based Rule Generation Considering Readability.

Rule generation method is proposed for an aircraft control problem in an airport. Designing appropriate rules for motion coordination of taxiing aircraft in the airport is important, which is conducted by ground control. However, previous studies did not consider readability of rules, which is impor...

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Detalles Bibliográficos
Publicado en:International Scholarly Research Notices pp. 1 - 12
Autores principales: Yahagi, H., Shimizu, S., Ogata, T., Hara, T., Ota, J.
Formato: equations & formulas research tables/charts Journal Article
Publicado: Wiley-Blackwell 2015
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:Rule generation method is proposed for an aircraft control problem in an airport. Designing appropriate rules for motion coordination of taxiing aircraft in the airport is important, which is conducted by ground control. However, previous studies did not consider readability of rules, which is important because it should be operated and maintained by humans. Therefore, in this study, using the indicator of readability, we propose a method of rule generation based on parallel algorithm discovery and orchestration (PADO). By applying our proposed method to the aircraft control problem, the proposed algorithm can generate more readable and more robust rules and is found to be superior to previous methods.