Computing Pareto Optimal Coordinations on Roadmaps

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Computing Pareto Optimal Coordinations on Roadmaps

We consider coordination of multiple robots in a common environment, each robot having its own (distinct) roadmap. Our primary contribution is a classification of and exact algorithm for computing vector-valued — or Pareto — optima for collision-free coordination. We indicate the utility of new geometric techniques from CAT(0) geometry and give an argument that curvature bounds are the key dist...

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Given a collection of robots sharing a common environment, assume that each possesses an individual roadmap for its C-space and a cost function for attaining a goal. Vector-valued (or Pareto) optima for collision-free coordination are by no means unique: in fact, continua of optimal coordinations are possible. However, for cylindrical obstacles (those defined by pairwise interactions), we prove...

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ژورنال

عنوان ژورنال: The International Journal of Robotics Research

سال: 2005

ISSN: 0278-3649,1741-3176

DOI: 10.1177/0278364905059057