选择(遗传算法)
掷骰子
瓶颈
计算机科学
简单(哲学)
可见的
人工智能
机器学习
数学
统计
认识论
物理
哲学
量子力学
嵌入式系统
作者
Rangel Arthur,Arwen Nicholson
出处
期刊:Astrobiology
[Mary Ann Liebert]
日期:2023-11-01
卷期号:23 (11): 1238-1244
标识
DOI:10.1089/ast.2023.0036
摘要
In this article, we introduce some simple models, based on rolling dice, to explore mechanisms proposed to explain planetary habitability. The idea is to study these selection mechanisms in an analytically tractable setting, isolating their consequences from other details which can confound or obscure their effect in more realistic models. We find that the observable of interest, the face value shown on the die, “improves” over time in all models. For two of the more popular ideas, Selection by Survival and Sequential Selection, this is down to sampling effects. A modified version of Sequential Selection, Sequential Selection with Memory, implies a statistical tendency for systems to improve over time. We discuss the implications of this and its relationship to the ideas of the “Inhabitance Paradox” and the “Gaian bottleneck.”
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