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Algebraic Dynamical Systems in Machine Learning 机器学习中的代数动态系统
IF 0.6 4区 数学 Q3 MATHEMATICS Pub Date : 2024-01-18 DOI: 10.1007/s10485-023-09762-9
Iolo Jones, Jerry Swan, Jeffrey Giansiracusa

We introduce an algebraic analogue of dynamical systems, based on term rewriting. We show that a recursive function applied to the output of an iterated rewriting system defines a formal class of models into which all the main architectures for dynamic machine learning models (including recurrent neural networks, graph neural networks, and diffusion models) can be embedded. Considered in category theory, we also show that these algebraic models are a natural language for describing the compositionality of dynamic models. Furthermore, we propose that these models provide a template for the generalisation of the above dynamic models to learning problems on structured or non-numerical data, including ‘hybrid symbolic-numeric’ models.

摘要 我们介绍了基于术语重写的动态系统代数类似物。我们证明,应用于迭代重写系统输出的递归函数定义了一类正式的模型,所有主要的动态机器学习模型架构(包括递归神经网络、图神经网络和扩散模型)都可以嵌入其中。考虑到范畴理论,我们还证明这些代数模型是描述动态模型组成性的自然语言。此外,我们还提出,这些模型为上述动态模型推广到结构化或非数值数据的学习问题(包括 "符号-数值混合 "模型)提供了模板。
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引用次数: 0
The Stone Representations for Generalized Continuous Posets 广义连续 Posets 的石头表示法
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2024-01-16 DOI: 10.1007/s10485-023-09761-w
Ao Shen, Qingguo Li

In this paper, we introduce the concepts of generalized continuous posets and present topological dualities for them. Moreover, we show that the category of generalized continuous posets and continuous morphisms is dually equivalent to the category of F-spaces and F-morphisms. In particular, some special cases are obtained, such as the topological representations for posets, domains, continuous lattices and join-semilattices.

在本文中,我们介绍了广义连续实在的概念,并提出了它们的拓扑对偶性。此外,我们还证明了广义连续实在和连续态的范畴与 F 空间和 F 态的范畴是二重等价的。特别是,我们还得到了一些特例,如posets、域、连续网格和连接半网格的拓扑表示。
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引用次数: 0
Compatible Structures of Nonsymmetric Operads, Manin Products and Koszul Duality 非对称算子的兼容结构、马宁积和科斯祖尔对偶性
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2024-01-10 DOI: 10.1007/s10485-023-09760-x
Huhu Zhang, Xing Gao, Li Guo

Various compatibility conditions among replicated copies of operations in a given algebraic structure have appeared in broad contexts in recent years. Taking a uniform approach, this paper presents an operadic study of compatibility conditions for nonsymmetric operads with unary and binary operations, and homogeneous quadratic and cubic relations. This generalizes the previous studies for binary quadratic operads. We consider three compatibility conditions, namely the linear compatibility, matching compatibility and total compatibility, with increasingly stronger restraints among the replicated copies. The linear compatibility is in Koszul duality to the total compatibility, while the matching compatibility is self dual. Further, each compatibility condition can be expressed in terms of either one or both of the two Manin square products. Finally it is shown that the operads defined by these compatibility conditions from the associative algebra and differential algebra are Koszul utilizing rewriting systems.

近年来,给定代数结构中运算复制副本之间的各种相容条件已广泛出现。本文采用统一的方法,对具有一元和二元运算以及同质二次和三次关系的非对称运算元的相容条件进行了运算学研究。这概括了以往对二元二次运算元的研究。我们考虑了三种相容性条件,即线性相容性、匹配相容性和完全相容性,复制副本之间的限制越来越强。线性相容性与完全相容性具有科斯祖尔对偶性,而匹配相容性具有自对偶性。此外,每个兼容性条件都可以用两个马宁平方乘积中的一个或两个来表示。最后,我们还证明了由关联代数和微分代数中的这些相容性条件定义的操作数是利用科斯祖尔重写系统的。
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引用次数: 0
Generalization of the Dehornoy–Lafont Order Complex to Categories: Application to Exceptional Braid Groups 德霍诺伊-拉丰阶复数在范畴中的泛化:特殊辫状群的应用
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-12-12 DOI: 10.1007/s10485-023-09757-6
Owen Garnier

The homology of a Garside monoid, thus of a Garside group, can be computed efficiently through the use of the order complex defined by Dehornoy and Lafont. We construct a categorical generalization of this complex and we give some computational techniques which are useful for reducing computing time. We then use this construction to complete results of Salvetti, Callegaro and Marin regarding the homology of exceptional complex braid groups. We most notably study the case of the Borchardt braid group (B(G_{31})) through its associated Garside category.

通过使用德霍诺伊和拉丰定义的阶复数,可以高效地计算加西德单项式的同调,也就是加西德群的同调。我们构建了这个复数的分类广义,并给出了一些有助于缩短计算时间的计算技巧。然后,我们利用这一构造完成了萨尔维蒂、卡列加罗和马林关于特殊复辫群同源性的研究成果。最值得注意的是,我们通过与之相关的加西德范畴研究了博尔夏特辫状群 (B(G_{31}))。
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引用次数: 0
Koszul Monoids in Quasi-abelian Categories 准阿贝尔范畴中的科斯祖尔单体
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-12-06 DOI: 10.1007/s10485-023-09756-7
Rhiannon Savage

Suppose that we have a bicomplete closed symmetric monoidal quasi-abelian category (mathcal {E}) with enough flat projectives, such as the category of complete bornological spaces ({{textbf {CBorn}}}_k) or the category of inductive limits of Banach spaces ({{textbf {IndBan}}}_k). Working with monoids in (mathcal {E}), we can generalise and extend the Koszul duality theory of Beilinson, Ginzburg, Soergel. We use an element-free approach to define the notions of Koszul monoids, and quadratic monoids and their duals. Schneiders’ embedding of a quasi-abelian category into an abelian category, its left heart, allows us to prove an equivalence of certain subcategories of the derived categories of graded modules over Koszul monoids and their duals.

假设我们有一个双完全闭合对称一元准阿贝尔范畴(mathcal {E}),它有足够多的平面投影,比如完全生理学空间范畴({{textbf {CBorn}}}_k) 或巴拿赫空间的归纳极限范畴({{textbf {IndBan}}}_k) 。使用 (mathcal {E}) 中的单元,我们可以推广和扩展贝林森、金兹伯格、索格尔的科斯祖尔对偶理论。我们使用无元素方法来定义科斯祖尔单体、二次单体及其对偶的概念。施奈德斯将一个准阿贝尔范畴嵌入到一个非阿贝尔范畴(它的左心)中,使我们能够证明科斯祖尔单元及其对偶的分级模块派生范畴的某些子范畴的等价性。
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引用次数: 0
Homotopy Sheaves on Generalised Spaces 广义空间上的同伦轴
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-12-04 DOI: 10.1007/s10485-023-09754-9
Severin Bunk

We study the homotopy right Kan extension of homotopy sheaves on a category to its free cocompletion, i.e. to its category of presheaves. Any pretopology on the original category induces a canonical pretopology of generalised coverings on the free cocompletion. We show that with respect to these pretopologies the homotopy right Kan extension along the Yoneda embedding preserves homotopy sheaves valued in (sufficiently nice) simplicial model categories. Moreover, we show that this induces an equivalence between sheaves of spaces on the original category and colimit-preserving sheaves of spaces on its free cocompletion. We present three applications in geometry and topology: first, we prove that diffeological vector bundles descend along subductions of diffeological spaces. Second, we deduce that various flavours of bundle gerbes with connection satisfy ((infty ,2))-categorical descent. Finally, we investigate smooth diffeomorphism actions in smooth bordism-type field theories on a manifold. We show how these smooth actions allow us to extract the values of a field theory on any object coherently from its values on generating objects of the bordism category.

研究了范畴上同伦轴到其自由共补的同伦右侃拓,即到其预轴范畴的同伦右侃拓。原始范畴上的任何预拓扑都可以导出自由共补上的广义覆盖的正则预拓扑。我们证明了对于这些预拓扑,沿Yoneda嵌入的同伦右Kan扩展保留了在(足够好的)简单模型范畴中值的同伦束。此外,我们还证明了这推导出原范畴上的空间束与其自由共补上的保边空间束之间的等价性。在几何和拓扑学上,我们给出了三个应用:首先,我们证明了微分矢量束沿微分空间的俯冲方向下降。其次,我们推断,各种口味的束gerbes与连接满足((infty ,2)) -分类血统。最后,我们研究了流形上光滑bordm型场理论中的光滑微分同胚作用。我们展示了这些平滑的作用如何使我们能够连贯地从生成边界范畴的对象上的值中提取出任何对象上的场论值。
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引用次数: 4
Unbounded Algebraic Derivators 无界代数导数
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-12-02 DOI: 10.1007/s10485-023-09752-x
Leovigildo Alonso Tarrío, Beatriz Álvarez Díaz, Ana Jeremías López

We show that the unbounded derived category of a Grothendieck category with enough projective objects is the base category of a derivator whose category of diagrams is the full 2-category of small categories. With this structure, we give a description of the localization functor associated to a specialization closed subset of the spectrum of a commutative noetherian ring. In addition, using the derivator of modules, we prove some basic theorems of group cohomology for complexes of representations over an arbitrary base ring.

我们证明了具有足够投影对象的Grothendieck范畴的无界派生范畴是图的范畴是小范畴的满2范畴的派生子的基范畴。利用这种结构,我们给出了交换诺瑟环谱的专门化闭子集的局部化函子的描述。此外,利用模的导数,证明了任意基环上复表示的群上同调的一些基本定理。
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引用次数: 0
Homotopy (Co)limits via Homotopy (Co)ends in General Combinatorial Model Categories 一般组合模型范畴中经由同伦末端的同伦极限
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-11-27 DOI: 10.1007/s10485-023-09747-8
Sergey Arkhipov, Sebastian Ørsted

We prove and explain several classical formulae for homotopy (co)limits in general (combinatorial) model categories which are not necessarily simplicially enriched. Importantly, we prove versions of the Bousfield–Kan formula and the fat totalization formula in this complete generality. We finish with a proof that homotopy-final functors preserve homotopy limits, again in complete generality.

我们证明并解释了一般(组合)模型范畴中不需要简单充实的同伦极限的几个经典公式。重要的是,我们证明了Bousfield-Kan公式和fat totalization公式的版本。最后,我们证明了同伦终函子保持同伦极限,同样具有完全的普遍性。
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引用次数: 5
Partialising Institutions Partialising机构
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-11-15 DOI: 10.1007/s10485-023-09753-w
Răzvan Diaconescu

({3/2})-Institutions have been introduced as an extension of institution theory that accommodates implicitly partiality of the signature morphisms together with its syntactic and semantic effects. In this paper we show that ordinary institutions that are equipped with an inclusion system for their categories of signatures generate naturally ({3/2})-institutions with explicit partiality for their signature morphisms. This provides a general uniform way to build ({3/2})-institutions for the foundations of conceptual blending and software evolution. Moreover our general construction allows for an uniform derivation of some useful technical properties.

({3/2})-制度作为制度理论的延伸被引入,它适应了隐含的特征语态偏好及其句法和语义效应。在本文中,我们证明了为其签名类别配备了包含系统的普通机构自然会产生({3/2}) -对其签名形态具有明确偏好的机构。这提供了一种通用的统一方式来构建({3/2}) -概念混合和软件进化的基础机构。此外,我们的一般构造允许对一些有用的技术性质进行统一的推导。
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引用次数: 0
Compact Hausdorff Locales in Presheaf Toposes Presheaf拓扑中的紧凑Hausdorff区域
IF 0.6 4区 数学 Q3 Mathematics Pub Date : 2023-10-19 DOI: 10.1007/s10485-023-09751-y
Simon Henry, Christopher Townsend

We prove that for any small category ({mathcal {C}}), the category (textbf{KHausLoc}_{hat{{mathcal {C}}}}) of compact Hausdorff locales in the presheaf topos (hat{{mathcal {C}}}), is equivalent to the category of functors ({mathcal {C}} rightarrow textbf{KHausLoc}).

我们证明了对于任意小范畴({mathcal {C}}),在预表拓扑(hat{{mathcal {C}}})中的紧Hausdorff区域的范畴(textbf{KHausLoc}_{hat{{mathcal {C}}}})等价于函子的范畴({mathcal {C}} rightarrow textbf{KHausLoc})。
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引用次数: 1
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Applied Categorical Structures
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