贝叶斯14C合理性、海森堡不确定性和傅立叶变换

Q1 Arts and Humanities
B. Weninger, Kevan Edinborough
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引用次数: 5

摘要

经过大约30年的放射性碳研究,14c校准的数学原理一直借用贝叶斯统计学,现在它们又回到了量子物理学。返回是基于对14c校准可以被描述为傅里叶变换的认识。这样介绍之后,有必要重新定义概率14c分析。主要的变化将是用二维概率取代传统的(一维)14c测年概率概念。这完全类似于量子物理学中概率的定义,在希尔伯特空间中定义的波函数振幅的平方提供了在时间/空间的某一点上找到相应粒子的可测量概率,即所谓的玻恩规则。当适应14c校准的特性时,事实证明,傅里叶变换几乎立即解释了所有已知的考古14c年龄的所谓量化特性,如聚类、年龄转移和幅度失真。当使用高斯摆动匹配(在14c尺度上)和贝叶斯排序(在日历时间尺度上)进行分析时,这也适用于经常观察到的大型数据集的时间顺序锁定特性。这种域切换效应是典型的傅里叶变换。它们现在可以通过应用量子物理的核心概念和解释(例如波衍射、波粒二象性、海森堡不确定性和对应原理)来理解和考虑。乍一看,这可能听起来很复杂,但它简化了基于14c的年表的构建。新的基于傅里叶的14c分析支持在以前无法实现的地理(大陆)和时间(冰川-全新世)尺度上进行时间研究;例如,通过同时对数百个考古遗址进行时间排序,除了基于地层叠加的地质考古规律之外,几乎不需要发展考古学先前的假设。正如在各种考古案例研究中所展示的那样,只有一个数字,定义为0-100%范围内的测量概率,可以用来取代一组主观贝叶斯先验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bayesian 14C-rationality, Heisenberg Uncertainty, and Fourier Transform
Following some 30 years of radiocarbon research during which the mathematical principles of 14C-calibration have been on loan to Bayesian statistics, here they are returned to quantum physics. The return is based on recognition that 14C-calibration can be described as a Fourier transform. Following its introduction as such, there is need to reconceptualize the probabilistic 14C-analysis. The main change will be to replace the traditional (one-dimensional) concept of 14C-dating probability by a two-dimensional probability. This is entirely analogous to the definition of probability in quantum physics, where the squared amplitude of a wave function defined in Hilbert space provides a measurable probability of finding the corresponding particle at a certain point in time/space, the so-called Born rule. When adapted to the characteristics of 14C-calibration, as it turns out, the Fourier transform immediately accounts for practically all known so-called quantization properties of archaeological 14C-ages, such as clustering, age-shifting, and amplitude-distortion. This also applies to the frequently observed chronological lock-in properties of larger data sets, when analysed by Gaussian wiggle matching (on the 14C-scale) just as by Bayesian sequencing (on the calendar time-scale). Such domain-switching effects are typical for a Fourier transform. They can now be understood, and taken into account, by the application of concepts and interpretations that are central to quantum physics (e.g. wave diffraction, wave-particle duality, Heisenberg uncertainty, and the correspondence principle). What may sound complicated, at first glance, simplifies the construction of 14C-based chronologies. The new Fourier-based 14C-analysis supports chronological studies on previously unachievable geographic (continental) and temporal (Glacial-Holocene) scales; for example, by temporal sequencing of hundreds of archaeological sites, simultaneously, with minimal need for development of archaeological prior hypotheses, other than those based on the geo-archaeological law of stratigraphic superposition. As demonstrated in a variety of archaeological case studies, just one number, defined as a gauge-probability on a scale 0–100%, can be used to replace a stacked set of subjective Bayesian priors.
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来源期刊
Documenta Praehistorica
Documenta Praehistorica Arts and Humanities-Archeology (arts and humanities)
CiteScore
1.50
自引率
0.00%
发文量
20
审稿时长
12 weeks
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