Genetic Algorithms for Adaptive Planning of Path and Trajectory of a Mobile Robot in 2D Terrains
نویسندگان
چکیده
This paper proposes genetic algorithms (GAs) for path planning and trajectory planning of an autonomous mobile robot. Our GA-based approach has an advantage of adaptivity such that the GAs work even if an environment is time-varying or unknown. Therefore, it is suitable for both off-line and on-line motion planning. We first presents a GA for path planning in a 2D terrain. Simulation results on the performance and adaptivity of the GA on randomly generated terrains are shown. Then, we discuss an extension of the GA for solving both path planning and trajectory planning simultaneously. key words: genetic algorithms, adaptivity, autonomous mobile robots, path planning, trajectory planning
منابع مشابه
Genetic algorithms for adaptive motion planning of an autonomous mobile robot
This paper proposes genetic algorithms (GAs) for path planning and trajectory planning of an autonomous mobile robot. Our GA-based approach has an advantage of adaptivity such that the GAs work even if an environment is time-varying or unknown. Therefore, it is suitable for both o -line and on-line motion planning. We rst presents a GA for path planning in a 2D terrain. Simulation results on th...
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