An improved differential evolution algorithm was proposed for solving the online path planning problem of unmanned aerial vehicle(UAV) low-altitude penetration in partially known hostile environments.The algorithm adopts von Neumann topology and improves its structure to maintain the diversity of the population,prevent the population from falling into local optima in the early evolution and speed up the convergence rate in the later evolution as well.The mutation operator of differential evolution is improv...
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