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Fast Shortest Path Optimization Inspired by Shuttle Streaming of Physarum Polycephalum

机译:快速最短的路径优化灵感来自Physarum Polycephalum的梭流程

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The plasmodium of the slime mold Physarum polycephalum, a large amoeboid organism, displays remarkable intelligent behaviors such as solving mazes, shuttle streaming and event anticipation. These amoeboid behaviors are results of the dynamics of the viscoelastic protoplasm and its biochemical rhythms. Having inspired by the intelligence shown by this primitive organism without a nerve system to solve mazes, we proposed mathematical models to mimic the intelligent foraging behavior that can be used to find the shortest path between two points of a graph. In result, we found that the convergence of the proposed two versions, Physarum Optimization with Shuttle Streaming (POSS) and POSS with mutation, are 40-11650 times faster when compared with the currently available Physarum Solver (PS) method and the results obtained are comparable.
机译:粘液模骨Polycephalum,一个大型作物生物体,显示出令人瞩目的智能行为,如解决迷宫,穿梭媒体和事件期待。这些作物行为是粘弹性原生质的动态和生物化学节律的结果。受到这种原始生物显示的智力的启发,没有神经系统来解决迷宫,我们提出了数学模型来模仿智能的觅食行为,可以用于找到图形的两个点之间的最短路径。结果,我们发现,与当前可用的Peainarum求解器(PS)方法相比,提出的两种版本(POSS)和突变与突变有关,具有突变的突然术(POSS)和突变的收敛性,并且获得的结果是40-11650倍。可比。

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