Abstract:In response to the issue of the traditional ant colony algorithm (T-ACO) with many iterations and slow convergence speed in robot global path planning, we propose an enhanced ant colony algorithm (S-IACO) that incorporates Gaussian sampling. Firstly, the initial pheromone concentration contained in the raster map is preprocessed. Gaussian distribution sampling is adopted, and the sampling median value is used as the initial pheromone concentration of the raster map. Secondly, the heuristic function of the ant … Show more
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