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Evolutionary algorithm for path planning in mobile robot environment

Hoi-Shan Lin, Junhao Xiao, Zbigniew Michalewicz

发表年份
2002
引用次数
55

摘要

An evolutionary algorithm is discussed for the path planning problem in mobile robot environment, which may contain a number of unknown obstacles. The evolutionary algorithm searches for paths in the entire, continuous free space. It unifies off-line and on-line planning processes and provides high safety measures without requiring complete information about the obstacles sensed.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

关键词

Motion planningMobile robotComputer sciencePath (computing)Evolutionary algorithmRobotLine (geometry)Artificial intelligenceAny-angle path planningEvolutionary computation

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