Evolving tiles for automated self-assembly design

Evolving tiles for automated self-assembly design
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用于自动化自组装设计的不断发展的瓷砖

DOI:
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发表时间:
2007
期刊:
IEEE Congress on Evolutionary Computation
影响因子:
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通讯作者:
N. Krasnogor
N. Krasnogor
中科院分区:
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文献类型:
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作者:
G. Terrazas;M. Gheorghe;G. Kendall;N. Krasnogor

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自组装是一种分布式、异步机制,在自然系统中普遍存在,在自然系统中,层次化的复杂结构是自下而上构建的。缺乏集中的总体规划,没有外部干预,以及实体之间预先编程的互动,这些都是其最相关和最具技术吸引力的特性。本文用人工进化的方法解决了自组装王砖的可设计性问题。这项研究集中在使用旋转和概率运动扩展的瓷砖,以及使用形态图像分析方法作为适应度函数的进化算法。所获得的结果支持该方法作为计算机辅助自组装图案设计的一种成功的工程机制。
Self-assembly is a distributed, asynchronous mechanism that is pervasive across natural systems where hierarchical complex structures are built from the bottom-up. The lack of a centralised master plan, no external intervention, and preprogrammed interactions among entities are within its most relevant and technologically appealing properties. This paper tackles the self-assembly Wang tiles designability problem by means of artificial evolution. This research is centred in the use of tiles that are extended with rotation and probabilistic motion, and an evolutionary algorithm using the Morphological Image Analyses method as a fitness function. The obtained results support this approach as a successful engineering mechanism for the computer-aided design of self-assembled patterns.