论文标题
Glaberish:将连续价值的Lenia框架概括为任意逼真的细胞自动机
Glaberish: Generalizing the continuously-valued Lenia framework to arbitrary Life-like cellular automata
论文作者
论文摘要
连续值的蜂窝自动机(CA)框架Lenia的最新工作已经产生了$ \ sim $ 100的引人注目,生物散发和移动模式。 Lenia可以看作是对生命游戏的持续价值的概括,这是约翰·康威(John Conway)开发的开创性蜂窝自动机,它根据简单的出生和生存规则表现出复杂而普遍的行为。基于摩尔社区的人生框架的总CA框架包括许多其他有趣的,像Life一样的CA。 Lenia中引入的简化限制了Lenia在Lenia中表达的类型CA的类型。这项工作通过将Lenia的生长功能分解为Genesis和持久性功能,从而恢复了轻松实施任何类似Life CA的能力,类似于生命的出生和生存规则。我们通过实现Lenia和Glaberish框架中相关CA之间的差异来证明这种新的CA变体的功能:分别检查相关CA之间的差异:Hydrogeminium Natans和S613。这些CA基于空间熵随着时间的推移而表现出明显的动态和特征差异,并且两者都支持几种持久的移动模式。在Glaberish框架中实现的CA S613比HydogeMinium CA更具动态性,因为随着时间的推移,空间熵的差异始终高。这些结果表明,在Lenia框架的Glaberish变体中可能会实现各种各样的CA,类似于Conway生活以外的许多有趣的生活方式CA。
Recent work with Lenia, a continuously-valued cellular automata (CA) framework, has yielded $\sim$100s of compelling, bioreminiscent and mobile patterns. Lenia can be viewed as a continuously-valued generalization of the Game of Life, a seminal cellular automaton developed by John Conway that exhibits complex and universal behavior based on simple birth and survival rules. Life's framework of totalistic CA based on the Moore neighborhood includes many other interesting, Life-like, CA. A simplification introduced in Lenia limits the types of Life-like CA that are expressible in Lenia to a specific subset. This work recovers the ability to easily implement any Life-like CA by splitting Lenia's growth function into genesis and persistence functions, analogous to Life's birth and survival rules. We demonstrate the capabilities of this new CA variant by implementing a puffer pattern from Life-like CA Morley/Move, and examine differences between related CA in Lenia and Glaberish frameworks: Hydrogeminium natans and s613, respectively. These CA exhibit marked differences in dynamics and character based on spatial entropy over time, and both support several persistent mobile patterns. The CA s613, implemented in the Glaberish framework, is more dynamic than the Hydrogeminium CA in terms of a consistently high variance in spatial entropy over time. These results suggest there may be a wide variety of interesting CA that can be implemented in the Glaberish variant of the Lenia framework, analogous to the many interesting Life-like CA outside of Conway's Life.