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Numerical computing method Based on Cellular Automata

机译:基于元胞自动机的数值计算方法

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摘要

Cellular automata (CA) models are decentralized spatially extended systems consisting of large numbers of simple identical components with local connectivity. Such systems have the potential to perform complex computations with a high degree of efficiency and robustness, as well as to model the behavior of complex systems in nature. A novel numerical computing method based on CA is presented in this paper. In this method the integer analysis of structure is changed into a series of part analysis by using the idea of CA. Using the principle of minimum potential energy for the displacement convergence of all nodes, the non-equilibrium force of every cell is obtained. The overall finite element stiffness matrix and balance equation do not require. It may have a good future in the aspect of large structure because it hardly has any special request on the capability of computer. Simultaneity, It can be developed into a high parallel arithmetic to suit for the request of parallel computer in the future. This method is a good numerical method with great potential. The correctness and effectiveness of the proposed method are demonstrated by some numerical examples.
机译:元胞自动机(CA)模型是分散的空间扩展系统,由大量具有局部连接性的简单相同组件组成。这样的系统具有以高效率和鲁棒性执行复杂计算的潜力,并且可以对自然界中复杂系统的行为进行建模。提出了一种基于CA的新型数值计算方法。在这种方法中,利用CA的思想将结构的整数分析更改为一系列零件分析。使用最小势能原理进行所有节点的位移收敛,获得了每个单元格的非平衡力。不需要整体有限元刚度矩阵和平衡方程。它在大型结构方面可能有一个很好的未来,因为它几乎没有对计算机功能的任何特殊要求。同时性,可以发展成为一种高度并行算法,以适应未来并行计算机的需求。该方法是一种很好的数值方法,具有很大的潜力。数值算例表明了该方法的正确性和有效性。

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