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Intelligent Planning of Tourism Scenic Routes Based on Genetic Algorithm in Coal WANBEI Mining Subsidence

Journal from gdlhub / 2016-11-05 05:52:22
Oleh : Li Xiaofang, Song Hui, Telkomnika
Dibuat : 2016-06-01, dengan 1 file

Keyword : Genetic algorithm; Tourism scenic route planning; Slope; Surface properties; Roughness
Url : http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/4352

Aiming at the problem of tourism scenic route planning, this paper studies and analyzes the combined influence of terrain slope and surface properties on vehicle route planning. The “window moving method” is introduced to carry out early slope calculation and trafficability analysis for the terrain, roughness evaluation index is established respectively for wheeled and tracked vehicles and the “preponderant area method” is used to rasterize the surface properties. By setting up the tabu list, the constraint influence of slope and roughness is superposed to reduce the search scope and improve the search efficiency. The evaluation function is constructed to improve the genetic algorithm and combined with Expand list, Open list, Closed list and Path list, route optimization algorithm is designed for considering the constraints of slope and roughness. The simulation results show that the algorithm can quickly and effectively realize the tourism scenic route planning of the real terrain environment.

Deskripsi Alternatif :

Aiming at the problem of tourism scenic route planning, this paper studies and analyzes the combined influence of terrain slope and surface properties on vehicle route planning. The “window moving method” is introduced to carry out early slope calculation and trafficability analysis for the terrain, roughness evaluation index is established respectively for wheeled and tracked vehicles and the “preponderant area method” is used to rasterize the surface properties. By setting up the tabu list, the constraint influence of slope and roughness is superposed to reduce the search scope and improve the search efficiency. The evaluation function is constructed to improve the genetic algorithm and combined with Expand list, Open list, Closed list and Path list, route optimization algorithm is designed for considering the constraints of slope and roughness. The simulation results show that the algorithm can quickly and effectively realize the tourism scenic route planning of the real terrain environment.

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