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机器人导航算法:从优化单个机器人到粒子群

Algorithms for Robot Navigation: From Optimizing Individual Robots to Particle Swarms
课程网址: http://videolectures.net/single_fekete_individual_robots/  
主讲教师: Sándor Fekete
开课单位: 布伦瑞克大学
开课时间: 2016-11-25
课程语种: 英语
中文简介:
规划和优化一个或多个机器人的运动会带来一系列问题。一个强大的机器人应该选择什么位置来扫描有障碍物的给定区域?我们如何协调一组较弱的机器人来探索未知的环境?我们如何确保一群具有本地能力的非常简单的机器人能够处理相互冲突的全球需求?粒子群如何执行复杂的操作?我们将演示如何使用适当的算法方法和几何相结合,在所有这些挑战上取得进展。
课程简介: Planning and optimizing the motion of one or several robots poses a wide range of problems. What positions should one powerful robot pick to scan a given area with obstacles? How can we coordinate a group of weaker robots to explore an unknown environment? How can we ensure that a swarm of very simple robots with local capabilities can deal with conflicting global requirements? And how can a particle swarm perform complex operations? We will demonstrate how an appropriate spectrum of algorithmic methods in combination with geometry can be used to achieve progress on all of these challenges.
关 键 词: 系列问题; 算法方法; 计算机科学
课程来源: 视频讲座网
数据采集: 2022-12-08:chenjy
最后编审: 2022-12-08:chenjy
阅读次数: 26