驱动型细胞自动机的自组织和相变

IF 1.6 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Artificial Life Pub Date : 2024-08-01 DOI:10.1162/artl_a_00437
J Hank Rainwater
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引用次数: 0

摘要

对 "生命游戏"(GoL)细胞自动机进行了改进,通过使选定的稳定结构永久处于活跃状态,同时与正常的活跃点相互作用以创建新结构,从而在执行状态转换算法时注入秩序。通过将 GoL 视为一种人工化学,在物质自组织物理学的背景下,对改进后的自动机现象学进行了调查,并对其动力学进行了分析。这些新结构成为结构构建其他阶段的种子,类似于大自然对地圈的引力和热力学搅动,分阶段创造物质结构,开始从地球化学过渡到前生物化学,并为新兴生物圈的生命组织过程奠定基础。据报道,在相变过程中选择性自组装的证据表明,当地球圈达到静态密度平衡状态时,几个地球圈静态生命结构被配置为永久活性种子,并与随机的活性位点集合一起演化,从而形成了几何上完全相同的结构。
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Self-Organization and Phase Transitions in Driven Cellular Automata.

The Game of Life (GoL) cellular automaton is modified to inject order during execution of the state transition algorithm by making selected stable structures permanently active while interacting with normal active sites to create novel structures. A survey of the modified automaton's phenomenology and an analysis of its dynamics are presented in the context of the physics of the self-organization of matter by viewing the GoL as an artificial chemistry. These new structures become seeds for additional phases of structure building, analogous to nature's gravitational and thermodynamic churning of the geosphere that created material structures in phases, beginning the transition from geochemistry to prebiotic chemistry and laying foundational substrates for life-enabling organizational processes in an emerging biosphere. Evidence of selective self-assembly during phase transitions is reported where several GoL still life structures, configured as permanently active seeds evolving with random collections of active sites, resulted in geometrically identical structures as the GoL reached an equilibrium state of static density.

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来源期刊
Artificial Life
Artificial Life 工程技术-计算机:理论方法
CiteScore
4.70
自引率
7.70%
发文量
38
审稿时长
>12 weeks
期刊介绍: Artificial Life, launched in the fall of 1993, has become the unifying forum for the exchange of scientific information on the study of artificial systems that exhibit the behavioral characteristics of natural living systems, through the synthesis or simulation using computational (software), robotic (hardware), and/or physicochemical (wetware) means. Each issue features cutting-edge research on artificial life that advances the state-of-the-art of our knowledge about various aspects of living systems such as: Artificial chemistry and the origins of life Self-assembly, growth, and development Self-replication and self-repair Systems and synthetic biology Perception, cognition, and behavior Embodiment and enactivism Collective behaviors of swarms Evolutionary and ecological dynamics Open-endedness and creativity Social organization and cultural evolution Societal and technological implications Philosophy and aesthetics Applications to biology, medicine, business, education, or entertainment.
期刊最新文献
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