Fruit flies and moduli: interactions between biology and mathematics

Ezra Miller
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引用次数: 20

Abstract

Possibilities for using geometry and topology to analyze statistical problems in biology raise a host of novel questions in geometry, probability, algebra, and combinatorics that demonstrate the power of biology to influence the future of pure mathematics. This expository article is a tour through some biological explorations and their mathematical ramifications. The article starts with evolution of novel topological features in wing veins of fruit flies, which are quantified using the algebraic structure of multiparameter persistent homology. The statistical issues involved highlight mathematical implications of sampling from moduli spaces. These lead to geometric probability on stratified spaces, including the sticky phenomenon for Frechet means and the origin of this mathematical area in the reconstruction of phylogenetic trees.
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果蝇与模:生物学与数学的相互作用
利用几何学和拓扑学来分析生物学中的统计问题的可能性,在几何学、概率论、代数和组合学中提出了许多新的问题,这些问题展示了生物学影响纯数学未来的力量。这篇说明性的文章是通过一些生物学探索和它们的数学分支的旅行。本文从果蝇翅脉新拓扑特征的演化入手,利用多参数持久同源的代数结构对其进行了量化。所涉及的统计问题突出了从模空间抽样的数学含义。这导致了分层空间的几何概率,包括Frechet均值的粘性现象和系统发育树重建中这个数学区域的起源。
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