The proceedings of the IEEE Conference on Control Applications/The proceedings of the ... IEEE Conference on Control Applications · 2007 · 32 citations · 13 references
EngineeringComputer ScienceRobotics EngineeringMobile RoboticsPath PlanningRoboticsHeuristic SearchRobot Motion PlanningRobot NavigationBug AlgorithmsMobile Robot NavigationPath OptimizationRobot Path PlanningRobotic Path PlanningRobustnessTrajectory Planning
This work presents the K-Bug algorithm, a new method for path planning of mobile robots belonging to the Bug family. The main idea of the algorithm may be used to improve the performance of existing methods of path planning that use local information, or as an entirely new method, if global information is available. It's also presented a short comparison of the methods found in literature, proving its efficiency, low computational cost and high robustness, even in complex environments.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations