张量作为一个信息资源
1Department of Mathematical Sciences, University of Copenhagen, Copenhagen 2100, Denmark.
PNAS nexus
|October 11, 2024
概括
我们引入了新的信息理论预订,以比较张量,这是数据,计算和量子信息中使用的多维数组. 这些预订有助于理解张量变换,并将分析计算复杂性的现有方法概括起来.
科学领域:
- 数学 数学 是一个数学.
- 计算机科学 计算机科学
- 量子信息是一种量子信息.
背景情况:
- 张量是对数据存储,计算关系和量子纠至关重要的多维数组.
- 了解张量变换是破译数据结构,计算复杂性和量子信息的关键.
研究的目的:
- 提出一个新的信息理论上构建的张量前序的信息家族.
- 为了使张量之间的转换能够进行比较和评估.
主要方法:
- 通过将张量副本放置在超图边缘上并允许顶点转换来构建预订.
- 从可能的转换中诱导预订在一系列的超图中.
- 概括斯特拉森的非对称限制预序.
主要成果:
- 推导出拟议的预先订单的一般性质.
- 介绍了张量级的相关的非对称概念.
- 统一的最新结果关于张量级非增量,张量网络和代数复杂性.
结论:
- 新的预订提供了一个统一的框架来研究张量.
- 这项工作为应用数学,物理和计算机科学以及纯数学提供了有价值的视角.
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