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Intelligent control
Algorithm for planning and coordination of a set of trajectories for a group of intelligent agents
A. Andreychuk Peoples' Friendship University of Russia named after Patrice Lumumba, Moscow, Russia
Abstract:
The paper considers the problem of planning a set of non-conflicting trajectories for a group of intelligent agents. The proposed algorithm uses a prioritized approach and works in two stages: independent planning of individual trajectories of agents; trajectories’ coordination. A new method for trajectories’ coordination is proposed that works by adding time delays only. Due to the representation of the time axis in the form of a sequence of intervals, rather than discrete moments of time, the algorithm is able to coordinate trajectories constructed any-angle path-planning algorithms. The carried out model experimental studies have confirmed the applicability of the proposed algorithm, its high computational efficiency and the comparable quality of the solutions sought.
Keywords:
path-planning, multi-agent systems, conflict resolving, A*, Theta*, grid.
Citation:
A. Andreychuk, “Algorithm for planning and coordination of a set of trajectories for a group of intelligent agents”, Artificial Intelligence and Decision Making, 2018, no. 4, 72–85
Linking options:
https://www.mathnet.ru/eng/iipr229 https://www.mathnet.ru/eng/iipr/y2018/i4/p72
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