Characterizing Autopoiesis in the Game of Life

被引:22
|
作者
Beer, Randall D. [1 ]
机构
[1] Indiana Univ, Bloomington, IN 47406 USA
基金
美国国家科学基金会;
关键词
Autopoiesis; organizational closure; artificial chemistry; cellular automata; STATISTICAL-MECHANICS; ORGANIZATION; PHYSICS; LARGER;
D O I
10.1162/ARTL_a_00143
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Maturana and Varela's concept of autopoiesis defines the essential organization of living systems and serves as a foundation for their biology of cognition and the enactive approach to cognitive science. As an initial step toward a more formal analysis of autopoiesis, this article investigates its application to the compact, recurrent spatiotemporal patterns that arise in Conway's Game-of-Life cellular automaton. In particular, we demonstrate how such entities can be formulated as self-constructing networks of interdependent processes that maintain their own boundaries. We then characterize the specific organizations of several such entities, suggest a way to simplify the descriptions of these organizations, and briefly consider the transformation of such organizations over time.
引用
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页码:1 / 19
页数:19
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