Organic computing - on the feasibility of controlled emergence

C. Müller-Schloer
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引用次数: 185

Abstract

This work gives an introduction to the research area of organic computing and shows chances, opportunities and problems currently tackled by researchers. First the visions that lead to this research area are discussed briefly. It is shown that the notion of emergence, a central phenomenon in organic computing, is a typical bottom-up effect with the interesting property of generating order from randomness. The classical design, however, is a top-down process. This apparent contradiction can be overcome by introducing so-called observer/controller architectures leading to the possibility to controlled emergence. The paper concludes with a description of current research problems in organic computing.
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有机计算——论控制涌现的可行性
这项工作介绍了有机计算的研究领域,并展示了研究人员目前正在解决的机会、机会和问题。首先,简要讨论了导致本研究领域的愿景。结果表明,涌现概念是有机计算中的一个核心现象,它是一种典型的自下而上效应,具有从随机生成顺序的有趣性质。然而,经典的设计是一个自上而下的过程。这种明显的矛盾可以通过引入所谓的观察者/控制器架构来克服,从而使受控的出现成为可能。最后对有机计算的研究现状进行了描述。
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