Multi-robots trajectory planning using a novel GA

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Abstract

One of the biggest challenges encountered in mobile robots is in the planning of their trajectory, as their development is directly related to the greater autonomy of robots. In this work a solution for multi-robot path planning problem is presented, the problem modeling is performed using the combination of the team orienteering problem and the problem of the multiple backpack, this combination allows each robot to have an individual limitation, the proposed solution was developed using genetic algorithms.

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Santana, K. A., Pinto, V. P., & Souza, D. A. (2020). Multi-robots trajectory planning using a novel GA. In Advances in Intelligent Systems and Computing (Vol. 1137 AISC, pp. 353–363). Springer. https://doi.org/10.1007/978-3-030-40690-5_35

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