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SIAM Journal on Optimization • Vol 34 • No 1
Shortest Paths in Graphs of Convex Sets
February 2024 • Tobia Marcucci, Jack Umenberger, Pablo A. Parrilo, Russ Tedrake
Given a graph, the shortest-path problem requires finding a sequence of edges\nwith minimum cumulative length that connects a source vertex to a target\nvertex. We consider a variant of this classical problem in which the position\nof each vertex in the graph is a continuous decision variable constrained in a\nconvex set, and the length of an edge is a convex function of the position of\nits endpoints. Problems of this form arise naturally in many areas, from motion\nplanning of autonomous vehicles to optimal cont…
Mathematics
Combinatorics
Vertex (Graph Theory)
Discrete Mathematics
Geometry