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Research and implementation of complex environment of mobile robot path planning algorithm with MATLAB, respectively, using the A star algorithm, Dijkstra algorithm, ant colony algorithm and ant colony optimization hybrid algorithm to optimize the path of Dijkstra size, and verified by simulation.