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Robot path planning by integrating the artificial potential field approach with simulated annealing

Farrokh Janabi‐Sharifi, D. Vinke

发表年份
2002
引用次数
19

摘要

This paper presents a path planning approach which integrates the potential field and simulated annealing methods for robots in static environments. The effectiveness of the proposed algorithms is verified through simulations. Also, the effects of various annealing parameters are studied. Despite the limited nature of our experiments, they may provide preliminary insight into how best to adapt the simulated annealing technique to robot path planning.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

关键词

Simulated annealingMotion planningRobotComputer scienceAnnealing (glass)Path (computing)Potential fieldArtificial intelligenceField (mathematics)Machine learning

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