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Backward movement control with two-trailer truck system using genetic programming

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Abstract

In this paper, we propose a control system using genetic programming (GP) for backward movement control of a two-trailer truck, known as a nonholonomic system. We have already achieved the control of a single trailer using GP. In this study, we aim to design a control system for complex problem of two trailers. In order to verify the effectiveness of the proposed method, it is compared to neuro controller (NC) system evolved by genetic algorithm (GA).

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References

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Correspondence to Takanori Ogawa.

Additional information

This work was presented in part at the 13th International Symposium on Artificial Life and Robotics, Oita, Japan, January 31–February 2, 2008

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Ogawa, T., Oshiro, N. & Kinjo, H. Backward movement control with two-trailer truck system using genetic programming. Artif Life Robotics 13, 89–93 (2008). https://doi.org/10.1007/s10015-008-0525-5

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  • DOI: https://doi.org/10.1007/s10015-008-0525-5

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