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A minimalist model for coevolving supply and drainage networks

机译:用于共用供应和排水网络的极简主义模型

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摘要

Numerous complex systems, both natural and artificial, are characterized by the presence of intertwined supply and/or drainage networks. Here, we present a minimalist model of such coevolving networks in a spatially continuous domain, where the obtained networks can be interpreted as a part of either the counter-flowing drainage or co-flowing supply and drainage mechanisms. The model consists of three coupled, nonlinear partial differential equations that describe spatial density patterns of input and output materials by modifying a mediating scalar field, on which supply and drainage networks are carved. In the two-dimensional case, the scalar field can be viewed as the elevation of a hypothetical landscape, of which supply and drainage networks are ridges and valleys, respectively. In the three-dimensional case, the scalar field serves the role of a chemical signal, according to which vascularization of the supply and drainage networks occurs above a critical ‘erosion’ strength. The steady-state solutions are presented as a function of non-dimensional channelization indices for both materials. The spatial patterns of the emerging networks are classified within the branched and congested extreme regimes, within which the resulting networks are characterized based on the absolute as well as the relative values of two non-dimensional indices.
机译:许多复杂的系统,包括天然的和人造的,通过交织供应和/或引流网络的存在表征。这里,我们提出这样的共同进化网络的简约模型在空间上连续的结构域,其中所获得的网络可以被解释为任一逆流排水或共流供排水机构的一部分。该模型包括三个耦合,非线性偏微分方程组通过修改介导标量场,在其上供应和排水网络被雕刻描述的输入和输出材料的空间密度图案。在二维情况下,该标量场可被看作是一个假设的景观的高度,其中供应和排水网络分别是脊和谷。在三维情况下,标量场供应的化学信号的作用,根据该供给和排水管网的血管形成高于临界“侵蚀”发生强度。稳态解表示为无量纲的信道化指数两种材料的功能。新兴的网络的空间图案被分类的支链和拥塞极端制度,在其内所产生的网络基于绝对以及两个非维指数的相对值,其特征在于内。

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