A cellular model for the evolutionary development of lightweight material with an inner structure

A cellular model for the evolutionary development of lightweight material with an inner structure
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DOI:
10.1145/1389095.1389260
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发表时间:
2008-07
期刊:
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影响因子:
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通讯作者:
T. Steiner;Yaochu Jin;B. Sendhoff
T. Steiner;Yaochu Jin;B. Sendhoff
中科院分区:
其他
文献类型:
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作者:
T. Steiner;Yaochu Jin;B. Sendhoff

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我们提出了一个模拟进化发展的基础上的细胞作为积木的增长模型。在这个模型中,细胞在三维(3D)环境中生长和相互作用,其中发育由简单的基因组控制。利用细胞间的相互作用,如差异粘附,细胞分类并形成复杂的排列。该开发过程使用多目标进化算法进行进化,以实现具有复杂内部结构的轻质稳定材料。
We present a model of simulated evolutionary development on the basis of cells as building blocks for growth. In this model, cells grow and interact in a three-dimensional (3D) environment, where development is controlled by a simple genome. Using cell-cell interaction such as differential adhesion, cells sort and form complex arrangements. This developmental process is evolved using a multi-objective evolutionary algorithm to achieve lightweight and stable material with a complex inner structure.