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arXiv 1609.05931astro-ph.EPastro-ph.IMphysics.pop-ph
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地外文明频率的对数先验

The Log Log Prior for the Frequency of Extraterrestrial Intelligences

Brian C. Lacki

摘要:

目前还不清楚生命和智慧在行星上出现的频率。我认为贝叶斯先验的概率P(ETI),智力在一个合适的网站上发展,与权重均匀分布在ln(1 - ln P(ETI))。这个对数对数先验可以处理非常宽的P(ETI)值范围,从1到10^(-10^122),同时对有关外星社会的证据保持响应。它的动机是我们对智能产生所必须满足的条件数量的不确定性,它与信息,熵和状态空间维度的考虑有关。在根据可能的基因组序列数量设定P(ETI)的下限后,我计算出在可观测的宇宙中存在外星人的贝叶斯置信度为18%。在对最小P(ETI)和智能在行星上出现的次数进行不同假设的情况下,该值介于1.4%和47%之间。总的来说,先验倾向于我们与地外智慧相隔离,但表明我们不应该对这个结论充满信心。我讨论的影响,为搜寻地外文明的前,结论是,搜索星际探测器从附近的社会似乎相对有效。我还讨论了生命起源和费米粒子的先验所允许的非常小的概率的可能性,并注意到类似的先验可能会被构造为有趣的复杂现象。

英文摘要:

It is unclear how frequently life and intelligence arise on planets. I consider a Bayesian prior for the probability P(ETI) that intelligence evolves at a suitable site, with weight distributed evenly over ln(1 - ln P(ETI)). This log log prior can handle a very wide range of P(ETI) values, from 1 to 10^(-10^122), while remaining responsive to evidence about extraterrestrial societies. It is motivated by our uncertainty in the number of conditions that must be fulfilled for intelligence to arise, and it is related to considerations of information, entropy, and state space dimensionality. After setting a lower limit to P(ETI) from the number of possible genome sequences, I calculate a Bayesian confidence of 18% that aliens exist within the observable Universe. With different assumptions about the minimum P(ETI) and the number of times intelligence can appear on a planet, this value falls between 1.4% and 47%. Overall, the prior leans towards our being isolated from extraterrestrial intelligences, but indicates that we should not be confident of this conclusion. I discuss the implications of the prior for the Search for Extraterrestrial Intelligence, concluding that searches for interstellar probes from nearby societies seem relatively effective. I also discuss the possibility of very small probabilities allowed by the prior for the origin of life and the Fermi Paradox, and note that similar priors might be constructed for interesting complex phenomena in general.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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