The most tight intractability results for graph-based Multirobot Path Planning (MPP), proven recently, state that timeoptimal and distance-optimal MPP problems are NP-hard on planar graphs. In this letter, we go one step further for what concerns the time-optimal objectives, and prove that such problems remain NP-hard when restricting the planar graph to a 2D grid graph with holes, which is a discretization widely used in robotics. Our reduction (from the Boolean satisfiability problem) cannot be easily modified for the distance-optimal objectives, whose hardness remains an open problem.

Intractability of time-optimal multirobot path planning on 2D grid graphs with holes / J. Banfi, N. Basilico, F. Amigoni. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 2:4(2017 Oct), pp. 1941-1947. [10.1109/LRA.2017.2715406]

Intractability of time-optimal multirobot path planning on 2D grid graphs with holes

N. Basilico
Secondo
;
2017

Abstract

The most tight intractability results for graph-based Multirobot Path Planning (MPP), proven recently, state that timeoptimal and distance-optimal MPP problems are NP-hard on planar graphs. In this letter, we go one step further for what concerns the time-optimal objectives, and prove that such problems remain NP-hard when restricting the planar graph to a 2D grid graph with holes, which is a discretization widely used in robotics. Our reduction (from the Boolean satisfiability problem) cannot be easily modified for the distance-optimal objectives, whose hardness remains an open problem.
grid graphs; multi-robot systems; NP-hardness; path planning for multiple mobile robots or agents; SAT
Settore INF/01 - Informatica
ott-2017
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/526980
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