2022
DOI: 10.12737/2219-0767-2022-15-3-7-16
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Modeling the behavior of mobile robots using genetic algorithms

Abstract: The article is devoted to the analysis of the behavior of a mobile robot using finite state machine algorithms in order to find a way to the goal and avoid obstacles. After justifying the use of such methods, the analysis of a standard deterministic finite automaton is done. Further, the theory of Markov processes is applied to this algorithm, as a result of which the state machine becomes part of the hidden Markov model. This allows you to apply probabilistic methods to modeling the behavior of the robot. Thi… Show more

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Cited by 3 publications
(3 citation statements)
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“…On Fig. 3…7 shows the results of simulation modeling in the Mathlab (Simulink) system of some processes in the hydraulic system of a passenger aircraft [13].…”
Section: Research and Resultsmentioning
confidence: 99%
“…On Fig. 3…7 shows the results of simulation modeling in the Mathlab (Simulink) system of some processes in the hydraulic system of a passenger aircraft [13].…”
Section: Research and Resultsmentioning
confidence: 99%
“…Now let's consider a method for determining the parameters of reinforced composite panels of minimum weight in the presence of possible damage that is associated with the consequences of impacts on the skin. We will take into account the conditions of equal stability and then write down the main relations for the case under consideration [12]. The critical force of the total buckling of the panel in compression along the stringers is determined for the hinged post by the formula…”
Section: Basic Ratios For Calculating the Stability Of Reinforced Com...mentioning
confidence: 99%
“…Let's consider some works that are devoted to the design of composite panels, taking into account the limitations in strength, stability and load-bearing capacity [4]. The review by Ni X., Prusty G., Hellier A. provides an analysis of publications since 2000. to 2012, devoted to the calculations and design of composite panels.…”
Section: Introductionmentioning
confidence: 99%