从反应数据推导可加选择规则与粒子族的算法方法
高能物理 - 唯象学
2007-05-23 v2
摘要
我们描述了一个机器学习系统，使用线性向量空间技术从观察中进行推理，以扩展Valdes-Perez等人（1996, 1994）以及Kocabas（1991）的工作。该程序从给定的输入数据集中搜索在所有反应中都守恒的量；基于当前数据，它重新发现了家族守恒律：baryon#、electron#、muon#和tau#。我们展示了这些家族仅凭频繁衰变数据即可唯一确定。
引用
@article{arxiv.hep-ph/0602011,
title = {Algorithmic Derivation of Additive Selection Rules and Particle Families from Reaction Data},
author = {Oliver Schulte and Mark S. Drew},
journal= {arXiv preprint arXiv:hep-ph/0602011},
year = {2007}
}
备注
6 pages, 2 tables. Reason for Replacement: The algorithm and theorems are correct. However, the dataset we analyzed did not contain reactions that violate Lepton Number or Baryon Number conservation. This limits the scope of our conclusions from the dataset, which are corrected in the revised version