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On the Motion of Agents across Terrain with Obstacles

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Abstract

The paper is devoted to finding the time optimal route of an agent travelling across a region from a given source point to a given target point. At each point of this region, a maximum allowed speed is specified. This speed limit may vary in time. The continuous statement of this problem and the case when the agent travels on a grid with square cells are considered. In the latter case, the time is also discrete, and the number of admissible directions of motion at each point in time is eight. The existence of an optimal solution of this problem is proved, and estimates of the approximate solution obtained on the grid are obtained. It is found that decreasing the size of cells below a certain limit does not further improve the approximation. These results can be used to estimate the quasi-optimal trajectory of the agent motion across the rugged terrain produced by an algorithm based on a cellular automaton that was earlier developed by the author.

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References

  1. P. Ögren, Formations and obstacle avoidance in Mobile robot control, Ph. D. thesis, Stockholm, Royal Institute of Technology, 2003.

    Google Scholar 

  2. A. V. Kuznetsov, “A model of the joint motion of agents with a three-level hierarchy based on a cellular automaton,” Comput. Math. Math. Phys. 57, 340–349 (2017).

    Article  MathSciNet  MATH  Google Scholar 

  3. A. V. Kuznetsov, “A simplified combat model based on a cellular automaton,” J. Comut. Syst. Sci. Int. 56, 59–71 (2017).

    MATH  Google Scholar 

  4. A. A. Erygin, S. A, Zhitnev, V. N. Korotun, et al., “A method of intelligent assessment of terrain to determine regions for moving and allocating special purpose equipment,” Teor. Tekhn. radiosvyazi, No. 1, 67–74 (2014).

    Google Scholar 

  5. V. I. Kondrashov, “Some properties of functions in belonging to the space,” Dokl. Akad. Nauk SSSR 48, 563–566 (1945).

    Google Scholar 

  6. A. N. Kolmogorov and S. V. Fomin, Elements of the Theory of Functions and Functional Analysis (Nauka, Moscow, 1976; Graylock, Albany, N.Y., 1961).

    MATH  Google Scholar 

  7. R. M. McLeod, “Mean value theorems for vector valued functions,” Proc. Edinburgh Math. Soc. 14, 197–209 (1965).

    Article  MathSciNet  MATH  Google Scholar 

  8. A. F. Filippov, “Differential equations with a discontinuous right-hand side,” Mat. Sb. 51 (93), 99–128 (1960).

    MathSciNet  MATH  Google Scholar 

  9. S. M. Nikol’skii, Approximation of Functions of Several Variables and Embedding Theorems (Nauka, Moscow, 1969) [in Russian].

    MATH  Google Scholar 

  10. A. V. Kuznetsov“Program Bokokhod for simulating the motion and combat actions of hierarchically organized agent,” Computer Program 2016615934, Progr. EVM. Bazy dannykh. Topologii integral’nykh skhem, No. 7 (2016).

  11. V. E. Karpov, “On an implementation of a sign-oriented mobile robot control system,” Isskusstv. Intel. Prinyatie Reshenii, No. 3, 53–61 (2015).

    Google Scholar 

  12. A. L. Beklaryan and A. S. Akopov, “Simulating the crowd behavior based on the intelligent dynamics of interacting agents,” Bizness Inform., No. 1 (31), 69–77 (2015).

    Google Scholar 

  13. I. Matyash, “Stochastic optimization,” Avtom. Telemekh. 5, 246–253 (1965).

    Google Scholar 

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Correspondence to A. V. Kuznetsov.

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Original Russian Text © A.V. Kuznetsov, 2018, published in Zhurnal Vychislitel’noi Matematiki i Matematicheskoi Fiziki, 2018, Vol. 58, No. 1, pp. 143–157.

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Kuznetsov, A.V. On the Motion of Agents across Terrain with Obstacles. Comput. Math. and Math. Phys. 58, 137–151 (2018). https://doi.org/10.1134/S0965542518010098

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  • DOI: https://doi.org/10.1134/S0965542518010098

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