Hierarchical Components and Entity-based Modelling in Artificial Life

机译：人工生命中的层次组件和基于实体的建模

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We present notions of entity and entity-based model that are applicable to artificial life. We illustrate these notions by giving an abstraction of Langton's loops: loop-like structures that reproduce in a cellular automaton (CA). Our abstraction takes as entities persistent configurations of the cellular automaton, and shows how these entities may be combined to form more complex entities. The resulting entity-based model of Langton's loops describes the functionality and interrelationships of these components, abstracting from their actual realisation in a cellular automaton. As well as providing a basis for the study of ecologies of interacting entities in artificial life, our approach provides a useful intermediate level of abstraction that can relate top-down and bottom-up approaches to the study of life-like systems.

机译：我们提出了适用于人工生命的实体和基于实体的模型的概念。我们通过给出Langton循环的抽象来说明这些概念：Langton循环是在细胞自动机（CA）中复制的环状结构。我们的抽象将细胞自动机的持久配置作为实体，并显示了如何将这些实体组合起来以形成更复杂的实体。生成的Langton循环的基于实体的模型描述了这些组件的功能和相互关系，并从它们在细胞自动机中的实际实现中抽象出来。除了为研究人工生活中的交互实体的生态学提供基础之外，我们的方法还提供了有用的中间抽象级别，可以将自上而下和自下而上的方法与类系统进行研究。

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《International conference on the simulation and synthesis of living systems》|2008年|P.678-685|共8页
会议地点 Winchester(GB)
作者
Matt Webster; Grant Malcolm;
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Department of Computer Science University of Liverpool Liverpool L69 3BX UK;

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Hierarchical Components and Entity-based Modelling in Artificial Life

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