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2606.03086 2026-06-03 math.RT

On higher extensions of quiver representations over $\mathbb{F}_1$

关于 $\mathbb{F}_1$ 上箭图表示的高次扩张

Changjian Fu, Liang Yang, Zhiyuan Zeng

AI总结 本文通过循环箭图的例子,证明了有限维幂零 $\mathbb{F}_1$-表示之间的高次扩张空间可能是无限维的,澄清了文献中的一个误解,并指出对于循环箭图 $\Delta_n$,$\operatorname{Ext}^3(-,-)$ 消失而 $\operatorname{Ext}^2(-,-)$ 对简单表示是无限维的。

Comments 9pages, submitted

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AI中文摘要

我们证明了有限维幂零 $\mathbb{F}_1$-表示之间的高次扩张空间可能是无限维的,从而澄清了文献中的一个误解。我们的例子来自循环箭图。特别地,对于循环箭图 $\Delta_n$,我们证明了对任意一对有限维幂零 $\mathbb{F}_1$-表示,$\operatorname{Ext}^3(-,-)$ 消失,而 $\operatorname{Ext}^2(-,-)$ 对任意一对简单表示是无限维的。

英文摘要

We show that higher extension spaces between finite-dimensional nilpotent $\mathbb{F}_1$-representations maybe infinite-dimensional, thereby clarifying a misconception in the literature. Our examples arise from cyclic quivers. In particular, for a cyclic quiver $Δ_n$, we show that $\operatorname{Ext}^3(-,-)$ vanishes for any pair of finite-dimensional nilpotent $\mathbb{F}_1$-representations of $Δ_n$, while $\operatorname{Ext}^2(-,-)$ is infinite-dimensional for any pair of simple representations.

2606.03079 2026-06-03 math.PR math-ph math.MP

Mean Field Limits for Stochastic, Underdamped Reactive Langevin Dynamics Models

随机欠阻尼反应朗之万动力学模型的平均场极限

Samuel A Isaacson, Qianhan Liu, Konstantinos Spiliopoulos

AI总结 本文严格推导了基于粒子的反应朗之万动力学模型在大种群下的有效平均场动力学,证明了位置-速度相空间上的测度值随机过程收敛到确定性平均场极限,得到了一类新的非局部动力学反应扩散偏积分微分方程组。

Comments arXiv admin note: text overlap with arXiv:2309.03431

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AI中文摘要

我们严格推导了基于粒子的反应朗之万动力学(PBRLD)模型的有效大种群平均场动力学。这些模型通过引入速度、惯性效应和欠阻尼运动,扩展了基于粒子的随机反应扩散(PBSRD)描述。在Isaacson, Liu, Spiliopoulos, and Yao, SIAP 2026中,PBRLD模型被提出,并证明在过阻尼极限下恢复Doi体积反应性PBSRD模型。在这项工作中,我们证明了表示位置-速度相空间上物种浓度场的相关测度值随机过程收敛到确定性平均场极限。极限方程形成了一类新的非局部动力学反应扩散偏积分微分方程组,将亚椭圆输运与保留底层粒子相互作用的空间和速度结构的反应项耦合起来。

英文摘要

We rigorously derive the effective large-population, mean-field dynamics of particle-based reactive Langevin dynamics (PBRLD) models. These models extend particle-based stochastic reaction-diffusion (PBSRD) descriptions by incorporating velocities, inertial effects, and underdamped motion. In Isaacson, Liu, Spiliopoulos, and Yao, SIAP 2026, PBRLD models were formulated and shown to recover Doi volume reactivity PBSRD model in the overdamped limit. In this work we prove convergence of the associated measure-valued stochastic processes, representing species concentration fields on position-velocity phase space, to a deterministic mean-field limit. The limiting equations form a novel system of nonlocal kinetic reaction-diffusion partial integro-differential equations, coupling hypoelliptic transport with reaction terms that retain the spatial and velocity structure of the underlying particle interactions.

2606.03076 2026-06-03 math.CA

Optimal constants of smoothing estimates for quantum harmonic oscillators

量子谐振子平滑估计的最优常数

Soichiro Suzuki

AI总结 研究量子谐振子平滑估计的最优常数和极值函数,建立了自由粒子结果的谐振子类比。

Comments 16 pages

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AI中文摘要

我们研究量子谐振子平滑估计的最优常数和极值函数。特别地,我们建立了 Simon (1992)、Bez 和 Sugimoto (2014) 以及 Bez 等人 (2015) 的自由粒子结果的谐振子类比。

英文摘要

We study optimal constants and extremizers of smoothing estimates for quantum harmonic oscillators. In particular, we establish harmonic oscillator analogues of free particle results due to Simon (1992), Bez and Sugimoto (2014), and Bez et al. (2015).

2606.03072 2026-06-03 math.AT

Loop Space Splittings for Codimensional Sphere Bundles

余维球面丛的环路空间分裂

Wen Shen

AI总结 本文在适当的连通性和示性类假设下,建立了实向量丛的球面丛的两个环路分解定理,分别处理闭光滑n-流形上秩为(n-1)和(n-3)的向量丛的球面丛。

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AI中文摘要

在本文中,我们在适当的连通性和示性类假设下,建立了实向量丛的球面丛的两个环路分解定理。具体来说,我们处理了两类球面丛:一类来自闭光滑n-流形上秩为(n-1)的向量丛,另一类来自秩为(n-3)的向量丛。

英文摘要

In this paper, we establish two loop decomposition theorems for sphere bundles of real vector bundles under appropriate connectivity and characteristic class assumptions. Specifically, we treat two families of sphere bundles: those arising from rank-$(n-1)$ vector bundles and those from rank-$(n-3)$ vector bundles over closed smooth $n$-manifolds.

2606.03064 2026-06-03 math.AP

Local and global well-posedness for the nonlinear Schrödinger equation with nonhomogeneous boundary conditions

非齐次边界条件下非线性薛定谔方程的局部和整体适定性

Engui Fan, Yuan Li, Xinhan Liu

AI总结 研究非齐次Dirichlet边界条件下非线性薛定谔方程在$H^s(\mathbb{R}^n_+)$中的局部和整体适定性,通过端点Strichartz估计和先验$L^2$估计,将一维整体理论推广至高维并首次得到低正则性整体解。

Comments 61 pages

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AI中文摘要

本文研究了$\mathbb{R}^{n}_{+}$中非线性薛定谔方程的初边值问题\begin{equation*} i\partial_{t}u+\Delta u+\lambda |u|^pu=0, \qquad (x, t) \in \mathbb{R}_{+}^{n} \times \mathbb{R}_{+},\ \ p\in\mathbb{R}_{+} \end{equation*} 具有非齐次Dirichlet边界条件。对于相应的线性问题,导出了端点Strichartz估计。对于非线性问题,我们证明了在$H^{s}(\mathbb{R}^{n}_{+})$中的局部适定性,其中$s\in[0,\frac{5}{2})$且$p<\frac{4}{n-2s}$。此外,在相同的正则性范围内建立了整体适定性。对于$s\in[1,\frac{5}{2})$,将文献\cite{figment}中$H^{s}(\mathbb{R}_{+})$的一维整体理论推广到了$H^{s}(\mathbb{R}^{n}_{+})$。另外,我们首次在较低正则性设置$s\in[0,1)$下得到了整体解。值得注意的是,对于$s=0$,我们克服了非零边界数据导致的质量不守恒,并推导出了关键的$L^{2}(\mathbb{R}^{n}_{+})$先验估计。

英文摘要

In this paper, we study the initial-boundary value problem for the nonlinear Schrödinger equation in $\mathbb{R}^{n}_{+}$ \begin{equation*} i\partial_{t}u+Δu+λ|u|^pu=0, \qquad (x, t) \in \mathbb{R}_{+}^{n} \times \mathbb{R}_{+},\ \ p\in\mathbb{R}_{+} \end{equation*} with nonhomogeneous Dirichlet boundary conditions. For the corresponding linear problem, endpoint Strichartz estimates are derived. For the nonlinear problem, we prove local well-posedness in $H^{s}(\mathbb{R}^{n}_{+})$ with $s\in[0,\frac{5}{2})$ and $p<\frac{4}{n-2s}$. Moreover, global well-posedness is established in the same regularity range. For $s\in[1,\frac{5}{2})$, the one-dimensional global theory of \cite{figment} in $H^{s}(\mathbb{R}_{+})$ is extended to $H^{s}(\mathbb{R}^{n}_{+})$. Additionally, we obtain global solutions in the lower regularity setting $s\in[0,1)$ for the first time. It is noteworthy that for $s=0$, we overcome the lack of mass conservation resulting from the nonzero boundary data and derive the pivotal $L^{2}(\mathbb{R}^{n}_{+})$ a priori estimates.

2606.03062 2026-06-03 math.AG math.NT

On $\mathbb J$-strata with Parahoric Stabilizers in Affine Deligne-Lusztig Varieties

仿射Deligne-Lusztig簇中具有抛物稳定子的$\mathbb J$-分层

Ryosuke Shimada

AI总结 本文通过构造到称为小余特征组合不变量的自然双射,参数化了基本仿射Deligne-Lusztig簇中稳定子为抛物子群的$\mathbb J$-分层,并证明了这些分层的基数等于$\mu$的Weyl群轨道中某个子集的基数。

Comments 54 pages

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AI中文摘要

本文研究了极小余特征$\mu$的基本仿射Deligne-Lusztig簇的$\mathbb J$-分层。该分层由Chen-Viehmann引入,预期作为研究Shimura簇中基本轨迹的有趣工具。我们通过构造到称为小余特征的组合不变量的自然双射,参数化了在Frobenius扭曲中心化子群中稳定子为抛物子群的$\mathbb J$-分层。进一步证明这些集合的基数等于$\mu$的Weyl群轨道中某个子集的基数。还讨论了与Chen-Tong的弱完全Hodge-Newton可分解性的关系。

英文摘要

In this paper, we study the $\mathbb J$-stratification of basic affine Deligne-Lusztig varieties for a minuscule cocharacter $μ$. This stratification was introduced by Chen-Viehmann and has been expected to serve as an interesting tool for studying basic loci in Shimura varieties. We parametrize the $\mathbb J$-strata whose stabilizers in the Frobenius-twisted centralizer group are parahoric by constructing a natural bijection to combinatorial invariants called small cocharacters. We further prove that the cardinality of these sets is equal to that of a certain subset of the Weyl group orbit of $μ$. A relationship with the weakly fully Hodge-Newton decomposability of Chen-Tong is also discussed.

2606.03048 2026-06-03 math.OC math.AG stat.ML

The Value Function Semi-Algebraic Set in Partially Observable Markov Decision Processes

部分可观测马尔可夫决策过程中的值函数半代数集

Ryan A. Anderson, Guido Montufar

AI总结 本文刻画了无限时域部分可观测马尔可夫决策过程(POMDP)中无记忆随机策略下可行值函数的几何结构,将其表示为由多项式不等式定义的半代数集,并揭示了部分可观测性导致的非线性约束和孤立局部极大值现象。

Comments 39 pages, 5 figures

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Journal ref
Proceedings of the 43rd International Conference on Machine Learning (ICML 2026)
AI中文摘要

我们研究了无限时域部分可观测马尔可夫决策过程(POMDP)中无记忆随机策略下可行值函数的几何结构。我们的主要贡献是将可行值函数集刻画为一个半代数集,由POMDP的转移动力学、观测核和奖励结构决定的显式多项式不等式定义。这一结果将先前完全可观测马尔可夫决策过程(其中可行集已知为多面体)的工作扩展到了更为复杂的部分可观测情形。与MDP中出现的多面体结构不同,部分可观测性引入了本质非线性的约束,导致更丰富和更复杂的几何结构。我们的几何刻画为MDP和POMDP中策略优化的景观提供了新的见解,并揭示了部分可观测性独有的定性现象,包括长期奖励的孤立局部极大值及其对初始状态分布的依赖性。

英文摘要

We study the geometry of feasible value functions in infinite-horizon partially observable Markov decision processes (POMDPs) under memoryless stochastic policies. Our main contribution is a characterization of the feasible set of value functions as a semi-algebraic set, defined by explicit polynomial inequalities determined by the transition dynamics, observation kernel, and reward structure of the POMDP. This result extends prior work for fully observable Markov decision processes, where the feasible set is known to be a polytope, to the substantially more intricate partially observable setting. In contrast to the polyhedral structure arising in MDPs, partial observability induces fundamentally nonlinear constraints, leading to a richer and more complex geometric structure. Our geometric characterization provides new insight into the landscape of policy optimization in both MDPs and POMDPs, and reveals qualitative phenomena unique to partial observability, including the emergence of isolated local maximizers of the long-term reward and their dependence on the initial state distribution.

2606.03039 2026-06-03 math.CV math.AG math.DS

Linearisation problem under finite étale cover

有限平展覆盖下的线性化问题

Xiaojun Wu

AI总结 研究有限伽罗瓦平展覆盖下的(完全或垂直)线性化问题,给出Hopf流形附近完全线性化和超椭圆流形附近垂直或完全线性化的充分条件。

Comments 30 pages

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AI中文摘要

本文研究有限伽罗瓦平展覆盖下的(完全或垂直)线性化问题。作为应用,我们给出了Hopf流形附近完全线性化以及超椭圆流形附近垂直或完全线性化的充分条件。

英文摘要

In this article, we study the (full or vertical) linearisation problem under a finite Galois étale cover. As an application, we give sufficient conditions for full linearisation near Hopf manifolds and for vertical or full linearisation near hyperelliptic manifolds.

2606.03035 2026-06-03 cs.IT cs.SY eess.SY math.IT

Rotatable Antenna Meets Multiple Access: NOMA or OMA?

可旋转天线遇上多址接入:NOMA还是OMA?

Qi Dai, Beixiong Zheng, Yanhua Tan, Weidong Mei, Jie Tang, Fangjiong Chen

AI总结 本文通过最小化发射功率,理论比较了可旋转天线辅助通信系统中非正交多址接入与正交多址接入的性能,发现非正交多址接入在对称用户部署下可能不如时分多址,但在非对称场景中具有更好的鲁棒性和能效。

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AI中文摘要

可旋转天线技术通过利用多址接入网络中额外的空间自由度,已成为提升频谱效率的有前景的解决方案。然而,由于可旋转天线在重构方向增益模式方面的独特能力,不同多址接入方案之间的相对性能优劣仍不明确。本文在可旋转天线辅助通信系统中,以发射功率最小化为目标,在考虑天线旋转范围和用户目标速率约束的条件下,对非正交多址接入和正交多址接入方案进行了理论比较。为了解决相关的非凸优化问题,采用粒子群优化算法来优化旋转角度。仿真结果表明,与固定天线基准相比,可旋转天线辅助方案显著降低了发射功率。此外,对于对称用户部署,可旋转天线辅助的非正交多址接入可能比时分多址性能更差,而在非对称场景中则表现出更好的鲁棒性和能效。

英文摘要

Rotatable antenna (RA) technology has emerged as a promising solution to enhance spectrum efficiency by exploiting additional spatial degrees of freedom (DoFs) in multiple access networks. However, the relative performance superiority among different multiple access schemes remains largely unclear due to the unique capability of RA in reconfiguring the directional gain pattern. In this letter, we conduct a theoretical comparison between non-orthogonal multiple access (NOMA) and orthogonal multiple access (OMA) schemes in RA-assisted communication systems in terms of transmit power minimization, subject to constraints on antenna rotational range and users' target rates. To address the associated non-convex optimization problem, a particle swarm optimization (PSO) algorithm is employed to optimize the rotational angle. Simulation results demonstrate that RA-assisted schemes significantly reduce transmit power compared to fixed-antenna benchmarks. Furthermore, RA-assisted NOMA may perform worse than time-division multiple access (TDMA) for symmetric user deployments, while it exhibits superior robustness and energy efficiency in asymmetric scenarios.

2606.03033 2026-06-03 cs.IT math.IT math.ST stat.CO stat.ML stat.TH

Local and Global Contraction Principles for MCMC Mixing

MCMC混合的局部与全局收缩原理

Alireza Daeijavad, Shahab Asoodeh

AI总结 提出基于Eγ散度的全局和局部收缩系数框架,证明投影Langevin Monte Carlo的指数收敛速度,并针对独立Metropolis-Hastings算法引入局部收缩系数以处理重尾分布。

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AI中文摘要

我们开发了一个基于收缩的框架,用于证明马尔可夫链蒙特卡洛算法的混合时间界。该框架建立在马尔可夫核在$\mathsf E_\gamma$-散度($\gamma\ge1$)下的全局和局部收缩系数之上。对于紧凸域上的投影Langevin Monte Carlo,我们证明高斯平滑为$\mathsf E_\gamma$-散度提供了显式的全局收缩系数。这直接证明了对于一般光滑、可能非凸的势函数,离散化平稳分布的指数收敛性。该速率是显式的,适用于任意随机批采样方案,并为包括KL散度、$\chi^2$散度和Rényi散度在内的多种散度提供了收敛保证。对于以$\pi$为目标、$q$为提议且无界重要性权重$w=d\pi/dq$的独立Metropolis-Hastings算法,全局收缩系数通常是平凡的。因此,我们在核心$C_R=\{w\le R\}$上引入了一个局部收缩系数,并证明它控制了核心上的拒绝轮廓。这产生了由局部收缩系数和尾部轮廓$H_R=\pi(w>R)$支配的热启动收敛界,当$\mathbb E_q[w^p]<\infty$(对于某个$p>1$)时,恢复了现有的尖锐矩收敛速率,同时在不存在任何$p>1$阶有限矩的重尾区域中仍然有效。

英文摘要

We develop a contraction-based framework for proving mixing-time bounds for Markov chain Monte Carlo algorithms. The framework is built around global and local contraction coefficients of Markov kernels under the $\mathsf E_γ$-divergence with $γ\ge1$. For projected Langevin Monte Carlo on a compact convex domain, we show that Gaussian smoothing yields an explicit global contraction coefficient for the $\mathsf E_γ$-divergence. This gives a direct proof of exponential convergence to the discretized stationary distribution for general smooth, possibly non-convex potentials. The rate is explicit, accommodates arbitrary random-batch sampling schemes, and yields convergence guarantees for several divergences, including KL, $χ^2$, and Rényi divergences. For independent Metropolis--Hastings with target $π$, proposal $q$, and unbounded importance weight $w=dπ/dq$, global contraction coefficients are typically trivial. We therefore introduce a local contraction coefficient on the core $C_R=\{w\le R\}$ and prove that it controls the rejection profile on the core. This yields warm-start convergence bounds governed by the local contraction coefficient and the tail profile $H_R=π(w>R)$, recovering sharp existing moment-based convergence rates when $\mathbb E_q[w^p]<\infty$ for some $p>1$, while remaining effective in heavy-tailed regimes where no finite moment of order $p>1$ exists.

2606.03009 2026-06-03 math.CO math.NT

A conjecture of Glasby, Praeger, and Unger on permutations of $S_n$

关于 $S_n$ 置换的 Glasby、Praeger 和 Unger 猜想

Chiara Bellotti, Tim Trudgian

AI总结 本文证明了 Glasby、Praeger 和 Unger 关于对称群 $S_n$ 的一个猜想,即对于所有 $n\\\geq 8$,$S_n$ 中对于某个素数 $p\\\in[2, n-3]$ 是预 $p$-循环的元素比例 $\\pi_n$ 大于 $1/3$。

Comments 13 pages

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AI中文摘要

我们证明了 Glasby、Praeger 和 Unger 关于对称群 $S_{n}$ 的一个猜想。设 $\\pi_{n}$ 表示 $S_{n}$ 中对于某个素数 $p\\in[2, n-3]$ 是预 $p$-循环的元素比例。我们证明对于所有 $n\\geq 8$,有 $\\pi_{n} > 1/3$。

英文摘要

We prove a conjecture of Glasby, Praeger, and Unger concerning the symmetric group $S_{n}$. Let $π_{n}$ denote the proportion of elements of $S_{n}$ that are pre-$p$-cycles for some prime $p\in[2, n-3]$. We prove that $π_{n} > 1/3$ for all $n\geq 8$.

2606.02989 2026-06-03 math.AP nlin.SI

The Benjamin-Ono Equation in the Long-Time Limit: Linearized Self-Similar Universality

Benjamin-Ono 方程在长时间极限下的线性化自相似普适性

Louise Gassot, Patrick Gérard, Peter D. Miller

AI总结 研究 Benjamin-Ono 方程在 $t\to+\infty$ 且 $x=O(t^{1/2})$ 极限下的解的前导项,证明衰减率超过自相似解,并得到显式普适衰减轮廓,关联到自相似解轮廓方程的线性化。

Comments 33 pages, 6 figures. Comments welcome

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AI中文摘要

我们得到了 Benjamin-Ono 方程在极限 $t\to+\infty$ 且 $x=O(t^{1/2})$ 下 Cauchy 问题的解的前导项。我们证明衰减率超过自相似解,并得到了衰减解的显式普适轮廓,将其与自相似解的轮廓方程的线性化联系起来。该证明假设一类有理初始数据 $u_0$ 属于 $L^2(\mathbb{R})\cap L^1(\mathbb{R})$,且反射系数在原点处具有一般行为。

英文摘要

We obtain the leading term in the solution of the Cauchy problem for the Benjamin-Ono equation in the limit $t\to+\infty$ with $x=O(t^{1/2})$. We show that the rate of decay exceeds that of self-similar solutions and obtain an explicit universal profile for the decaying solution, relating it to the linearization of the profile equation for self-similar solutions. The proof assumes a class of rational initial data $u_0$ in $L^2(\mathbb{R})\cap L^1(\mathbb{R})$ that exhibit generic behavior of the reflection coefficient at the origin.

2606.02985 2026-06-03 math.OA math.FA math.LO math.PR

Questions on the structure of random embeddings of $L(\mathbb{F}_2)$

$L(\mathbb{F}_2)$ 随机嵌入的结构问题

Ben Hayes, David Jekel, Srivatsav Kunnawalkam Elayavalli

AI总结 受算子代数与随机矩阵理论交叉领域最新进展启发,提出关于可数自由群随机矩阵模型渐近结构的新猜想,并探讨其与Akemann-Ostrand性质及存在性嵌入的关系。

Comments 15 pages, no figures. Comments welcome!

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AI中文摘要

受算子代数与随机矩阵理论交叉领域最新进展的启发,我们提出了关于可数自由群随机矩阵模型渐近结构的新猜想。第一个猜想预测了自由群的Akemann-Ostrand性质的随机矩阵类比,并揭示了恢复$L(\mathbb{F}_2)$的Peterson-Thom性质的一种简洁方法。第二个更强的猜想受连续模型理论启发,它预测自由群因子到矩阵超积的\emph{随机}嵌入是\emph{存在性的}。我们讨论了这些猜想之间的有趣关系。

英文摘要

Motivated by recent developments at the interface of operator algebras and random matrix theory, we propose new conjectures concerning the asymptotic structure of random matrix models of the countable free groups. The first conjecture predicts a random matrix analogue of the Akemann-Ostrand property for free groups, and reveals a succinct approach to recover the Peterson-Thom property for $L(\mathbb{F}_2)$. The second stronger conjecture is motivated by continuous model theory. It predicts that the \emph{random} embedding of the free group factor into a matrix ultraproduct is \emph{existential}. We discuss the interesting relationship between these conjectures.

2606.02978 2026-06-03 math.GT math.GR

On the BNSR invariants of link groups

链环群的BNSR不变量

Yuta Nozaki

AI总结 研究链环群和二结群的BNSR不变量,证明至少两个分支的链环的换位子群有限生成当且仅当该链环为Hopf链环,并构造了一个具有非对称BNS不变量的带状二结。

Comments 8 pages

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AI中文摘要

对于有限生成群$G$,Bieri-Neumann-Strebel-Renz (BNSR) 不变量是$G$的特征球面的子集,它们控制包含换位子群的正规子群的有限性性质。我们研究链环群和二结群的BNSR不变量。特别地,对于至少有两个分支的链环$L$,我们证明链环群的换位子群是有限生成的当且仅当$L$是Hopf链环。此外,我们证明存在一个带状二结,其结群具有非对称的BNS不变量。

英文摘要

For a finitely generated group $G$, the Bieri-Neumann-Strebel-Renz (BNSR) invariants are subsets of the character sphere of $G$ that govern the finiteness properties of normal subgroups containing the commutator subgroup. We investigate the BNSR invariants of link groups and $2$-knot groups. In particular, for a link $L$ with at least two components, we prove that the commutator subgroup of the link group is finitely generated if and only if $L$ is a Hopf link. Moreover, we show that there exists a ribbon $2$-knot whose knot group has a non-symmetric BNS invariant.

2606.02975 2026-06-03 math.NT math.RA

Diagonal Condition in Multiplication Table of $\displaystyle {\, \mathbb{Z} [i] / (α) }$

乘法表中的对角条件:$\displaystyle {\, \mathbb{Z} [i] / (\alpha) }$

Chadaphorn Kodsueb

AI总结 本文研究高斯整数环 $\mathbb{Z}[i]$ 的乘法表中的对角条件,并找出使得模 $\alpha$ 的高斯整数环满足该条件的 $\alpha$。

Comments This is a preprint version which I submitted to the journal already

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AI中文摘要

一个带单位元 1 的环的乘法表被称为具有对角条件,如果 1 只出现在主对角线上。本文研究高斯整数环 $\mathbb{Z}[i]$ 中的对角条件。此外,我们还找出使得模 $\alpha$ 的高斯整数环满足对角条件的高斯整数 $\alpha$。

英文摘要

Multiplication table of a ring with identity 1 is said to have the diagonal condition if 1s occur only on the main diagonal. In this paper, we study the diagonal condition in the ring of Gaussian integers $\mathbb{Z}[i]$. Furthermore, we also find the Gaussian integers $α$ so that the rings of Gaussian integers modulo $α$ satisfy the diagonal condition.

2606.02968 2026-06-03 math.GT

A ribbon knot which is not a symmetric union

一个不是对称并的带形纽结

Michel Boileau, Teruaki Kitano, Yuta Nozaki

AI总结 针对带形纽结是否都能表示为对称并的问题,通过构造一个具体的带形Montesinos纽结,给出否定答案。

Comments 13 pages, 3 figures

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AI中文摘要

由带形纽结图的研究提出的一个基本开放问题询问:每个带形纽结是否都能表示为对称并?在本文中,我们通过展示一个不允许对称并表示的带形Montesinos纽结,对此问题给出否定答案。

英文摘要

A basic open question motivated by the study of ribbon knot diagrams asks whether every ribbon knot can be presented as a symmetric union. In this article, we give a negative answer to this question by exhibiting a ribbon Montesinos knot which does not admit a symmetric union presentation.

2606.02952 2026-06-03 math.CA

Maximal inequalities for derivatives of spherical means

球面均值导数的极大不等式

Mateusz Kwaśnicki

AI总结 通过标准球面均值的导数重新表述Stein关于广义球面平均的极大不等式,并证明在特定维度和指数范围内的L^p有界性。

Comments 8 pages

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AI中文摘要

我们给出了广义球面平均的Stein极大不等式的一个替代表述,该表述基于标准球面均值的导数:如果 \( k \ge 0 \), \( d \ge 2k + 3 \), \( \frac{d}{d - k - 1} < p < \frac{d - 1}{k} \), 且 \(\sigma\) 是单位球面 \(\mathbb S\) 上的规范化面测度,则极大算子 \( f \mapsto \sup_{r > 0} \, \biggl\lvert r^k (\tfrac{d}{dr})^k \int_{\mathbb S} f(\cdot + r y) \sigma(dy) \biggr\rvert \) 在 \(L^p\) 上有界,且常数与维数 \(d\) 无关。

英文摘要

We give an alternative formulation of Stein's maximal inequality for generalised spherical averages in terms of derivatives of standard spherical means: if \[ k \ge 0, \qquad d \ge 2 k + 3 , \qquad \frac{d}{d - k - 1} < p < \frac{d - 1}{k} , \] and $σ$ is the normalised surface measure on the unit sphere $\mathbb S$, then the maximal operator \[f \mapsto \sup_{r > 0} \, \biggl\lvert r^k (\tfrac{d}{dr})^k \int_{\mathbb S} f(\cdot + r y) σ(dy) \biggr\rvert\] is bounded on $L^p$, with a constant that is independent of the dimension $d$.

2606.02944 2026-06-03 math.CT math.AG

Weight filtrations via slopes

通过斜率进行权重过滤

Carolyn Echter

AI总结 本文在André的斜率形式化框架下,提出了一个抽象框架来解释混合结构为何具有共同特征,特别是其权重过滤。

Comments 35 pages, comments welcome

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AI中文摘要

混合结构及其权重过滤出现在各种背景中,突出的是Hodge理论和Galois表示理论。在André的斜率形式化设定中,我们提出了一个抽象框架,解释为什么混合结构具有共同特征。

英文摘要

Mixed structures and their weight filtrations appear in various contexts, prominently Hodge theory and the theory of Galois representations. In the setting of André's formalisation of slopes, we propose an abstract framework explaining why mixed structures have shared characteristics.

2606.02941 2026-06-03 math.LO

On Local Finiteness of Modal K4 Algebras

关于模态K4代数的局部有限性

Gabriel Agnew

AI总结 通过研究对偶一般框架的可调性,给出了模态K4代数局部有限的一个充分条件,并证明了该条件对复杂模态K4代数既是必要也是充分的,进而将其转化为传递Kripke框架上的序理论条件,并证明了无无限反链的良基传递关系类的逻辑具有有限模型性质。

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AI中文摘要

我们通过其双一般框架的可调性研究了模态$K4$代数的局部有限性。特别地,我们通过识别在非局部有限模态$K4$代数中必须存在的结构,为模态$K4$代数局部有限提供了充分条件。然后我们证明了这个条件对于复杂模态$K4$代数既是必要的也是充分的。接下来,我们将这个条件转化为传递Kripke框架上的一对序理论条件,从而对其对偶模态代数上的局部有限性进行了分类。我们进一步证明了任何无无限反链的良基传递关系类的逻辑具有有限模型性质,并得出结论:良拟序类的逻辑具有有限模型性质。

英文摘要

We study local finiteness for modal $K4$ algebras via the tunability of their dual general frames. In particular, we provide a sufficient condition for modal $K4$ algebras to be locally finite by identifying a structure which must be present in non-locally finite modal $K4$ algebras. We then show that this condition becomes both necessary and sufficient for complex modal $K4$ algebras. Next, we translate this condition into a pair of order-theoretic conditions on transitive Kripke frames, providing a classification of local finiteness on their dual modal algebras. We further show that the logic of any class of well-founded transitive relations with no infinite antichains has the finite model property, and conclude that the logic of the class of well-quasi orderings has the finite model property.

2606.02938 2026-06-03 math.OC cs.SY eess.SY

Koopman operator learning for predictive control via Khatri-Rao kernel regression

基于Khatri-Rao核回归的Koopman算子学习用于预测控制

Mircea Lazar

AI总结 本文提出一种数据驱动的广义Koopman算子实现,通过时间序列多步Khatri-Rao核回归和结构化SVD降维,实现状态与输入独立提升的张量双线性系统预测控制,并在混沌Lorenz系统上验证了其稳定不稳定平衡点的能力。

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AI中文摘要

本文开发了一种广义Koopman算子(GeKo)的数据驱动实现,其中状态和输入被独立提升,动力学表示为张量双线性系统。第一个贡献是一种时间序列多步Khatri-Rao核回归公式,使算子暴露于沿轨迹演化的快照,而不仅仅是单个一步对,从而减少复合预测误差。其次,我们开发了一种与核和输入无关的结构化SVD降维方法,在保持Khatri-Rao实现的同时压缩提升的状态和输入空间。我们使用随机傅里叶特征实例化该框架,并描述了一个完整的预测控制流程,包括一个多步展开诊断,用于指导MPC时域的选择。该框架在混沌Lorenz系统上得到验证,其中学习的降阶GeKo模型从一系列初始条件中稳定了不稳定的平衡点。

英文摘要

This paper develops a data-driven realization of the generalized Koopman operator (GeKo), in which states and inputs are lifted independently and the dynamics are expressed as a tensor bilinear system. The first contribution is a time-sequenced multi-step Khatri-Rao kernel regression formulation that exposes the operator to evolved snapshots along trajectories rather than only single one-step pairs, which reduces compounded prediction error. Secondly, we develop a kernel- and input-agnostic structured SVD reduction that compresses the lifted state and input spaces while preserving the Khatri-Rao realization. We instantiate the framework with random Fourier features and describe a complete predictive-control pipeline, including a multi-step roll-out diagnostic that guides the choice of MPC horizon. The framework is validated on the chaotic Lorenz system, where the learned reduced-order GeKo model stabilizes an unstable equilibrium from a range of initial conditions.

2606.02925 2026-06-03 math.OC

One-Shot Optimization with Additional Inequality Constraints

带额外不等式约束的单次优化

Lea Fischer, Nicolas R. Gauger, Lisa Kusch

AI总结 本文通过松弛变量将单次优化框架扩展到不等式约束问题,采用双增广拉格朗日方法,推导出广义梯度系统并分析非光滑活动集转换,确保局部最优性。

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AI中文摘要

单次方法是一种强大的同步优化框架,适用于由计算成本高昂的稳态系统控制的设计任务。虽然先前的公式主要关注额外的等式约束,但本工作将单次框架扩展到带有不等式约束的优化问题,通过将松弛变量嵌入到双增广拉格朗日公式中。消除松弛变量后,得到的公式包含非光滑活动集相关项,同时保留了特征耦合的单次矩阵结构。由此产生的广义梯度系统可表示为 $ \nabla \DLag = -Ms $ 的形式,类似于等式约束的单次框架。为了分析非光滑活动集转换,采用了 Clarke 和 Rockafellar--Wets 意义上的广义二阶次微分。我们推导出显式的正性条件,确保所有可容许的广义 Hessian 矩阵的正定性,从而保证严格局部最优性。此外,我们展望了基于广义 Hessian 近似的预条件子的构造。

英文摘要

The one-shot approach is a powerful simultaneous optimization framework for design tasks governed by computationally expensive steady-state systems. While previous formulations mainly focused on additional equality constraints, this work extends the one-shot framework to optimization problems with inequality constraints using slack variables embedded into a doubly augmented Lagrangian formulation. After elimination of the slack variables, the resulting formulation contains nonsmooth active-set dependent terms while preserving the characteristic coupled one-shot matrix structure. The resulting generalized gradient system admits a representation of the form $ \nabla \DLag = -Ms, $ analogous to the equality-constrained one-shot framework. To analyze the nonsmooth active-set transitions, generalized second-order subdifferentials in the sense of Clarke and Rockafellar--Wets are employed. We derive explicit positivity conditions ensuring positive definiteness of all admissible generalized Hessians and hence strict local optimality. Furthermore, we give an outlook on the construction of preconditioners based on generalized Hessian approximations.

2606.02922 2026-06-03 math.FA math.OA

From Clouatre-Ostermann-Ransford to Okubo-Ando

从 Clouatre-Ostermann-Ransford 到 Okubo-Ando

Michael Hartz, John E. McCarthy

AI总结 本文证明算子代数连续单位同态的完全有界范数满足一个不等式,并作为应用给出 Okubo-Ando 定理的另一种证明。

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AI中文摘要

我们证明,如果 $\theta$ 是从算子代数 $A$ 到 $B(\mathcal{H})$ 的连续单位同态,且 $\beta$ 属于 $A$ 的对偶空间,则 $\theta$ 的完全有界范数小于等于 $1$ 与 $\theta + \beta I$ 的完全有界范数的最大值。作为应用,我们给出 Okubo-Ando 定理的另一种证明。

英文摘要

We prove that if $θ$ is a continuous unital homomorphism of an operator algebra $A$ into $B(\mathcal{H})$, and $β$ is in the dual space of $A$, then the completely bounded norm of $θ$ is less than or equal to the maximum of $1$ and the completely bounded norm of $θ+ βI $. As an application, we give another proof of the Okubo--Ando theorem.

2606.02921 2026-06-03 math.AG math.AC

Syzygies of Isotropic Kalman Varieties

各向同性卡尔曼簇的合冲

Suhas Vadan Gondi, Sarah Kumar, Abhik Pal

AI总结 本文引入辛向量空间上的各向同性卡尔曼簇,研究其定义方程、几何不变量和奇点,并推广到正交情形。

Comments 31 pages, comments welcome!

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AI中文摘要

设 $L$ 是复向量空间 $V$ 的子空间,并固定 $s \leq \dim{L}$。(类型 A)卡尔曼簇由所有在 $L$ 中具有 $s$ 维不变子空间的 $V$ 的自同态组成。我们引入一个推广,其中 $V$ 和 $L$ 是辛向量空间。我们固定一个各向同性子空间 $W \subseteq V$,满足 $W^\perp = W \oplus L$。各向同性(类型 C)卡尔曼簇由 $V$ 的辛态射组成,这些态射在 $W^\perp$ 内具有一个指定维数的余各向同性不变子空间。我们主要对拉格朗日情形感兴趣。在类型 C 中,我们证明了已知对类型 A 卡尔曼簇成立的结果的类似物;特别地,我们确定了定义方程,计算了几何不变量,并分析了它们的奇点。我们猜想存在一个与结构层相关的长正合序列。基于辛情形下的结果,我们描述了关于奇正交(类型 B)和偶正交(类型 D)向量空间的自同态的卡尔曼簇类似物。

英文摘要

Let $L$ be a subspace of a complex vector space $V$ and fix $s \leq \dim{L}$. The (type A) Kalman variety consists of all endomorphisms of $V$ that have an $s$-dimensional invariant subspace in $L$. We introduce a generalization where $V$ and $L$ are symplectic vector spaces. We fix an isotropic subspace $W \subseteq V$ satisfying $W^\perp = W \oplus L$. The isotropic (type C) Kalman variety consists of symplectic morphisms of $V$ that have an invariant coisotropic subspace of a prescribed dimension inside $W^\perp$. We are mainly interested in studying the Lagrangian case. In type C, we prove analogues of results known for type A Kalman varieties; in particular, we determine the defining equations, compute geometric invariants, and analyze their singularities. We conjecture the existence of a long exact sequence relating the structure sheaves. Based on the results in the symplectic case, we describe Kalman variety analogues with respect to endomorphisms of odd orthogonal (type B) and even orthogonal (type D) vector spaces.

2606.02918 2026-06-03 math.FA math.MG

Lipschitz-free spaces and purely 1-unrectifiable metric spaces

Lipschitz自由空间与纯1-不可求积度量空间

Ramón J. Aliaga

AI总结 本文综述了当底层度量空间为纯1-不可求积时,Lipschitz自由空间的Banach空间性质,包括Radon-Nikodým性质、Schur性质及预对偶存在性,并介绍了将紧致情形结果推广到非紧致情形的技术。

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AI中文摘要

Lipschitz自由空间 $\mathcal{F}(M)$ 是完全度量空间 $M$ 的典范线性化,其对偶拓扑空间是 $M$ 上的Lipschitz函数空间。我们回顾了当底层空间 $M$ 是纯1-不可求积时 $\mathcal{F}(M)$ 的性质,即 $M$ 不包含 $\mathbb{R}$ 中具有正测度的子集的bi-Lipschitz拷贝。对于紧致 $M$,这等价于 $\mathcal{F}(M)$ 的几个Banach空间性质,包括Radon-Nikodým性质和Schur性质或承认预对偶。我们将看到 $M$ 上局部平坦Lipschitz函数的研究如何揭示这些等价性,并描述一种允许将大多数结果转移到非紧致情形的技术。本手稿是基于作者与C. Gartland、C. Petitjean和A. Procházka合作的结果的说明性文本,最初发表于Trans. Amer. Math. Soc.,并对应于2026年2月在杭州西湖大学举行的第二届几何测度论冬季学校的讲座。

英文摘要

The Lipschitz-free space $\mathcal{F}(M)$ is a canonical linearization of a complete metric space $M$ whose topological dual is the space of Lipschitz functions on $M$. We review the properties of $\mathcal{F}(M)$ when the underlying space $M$ is purely 1-unrectifiable, that is, it contains no bi-Lipschitz copy of a subset of $\mathbb{R}$ with positive measure. For compact $M$, this is equivalent to several Banach space properties of $\mathcal{F}(M)$, including the Radon-Nikodým and Schur properties or admitting a predual. We shall see how the study of locally flat Lipschitz functions on $M$ reveals these equivalences, and describe a technique that allows most of them to be transferred to the non-compact setting. This manuscript is an expository text based on results by the author in collaboration with C. Gartland, C. Petitjean and A. Procházka, originally published in a Trans. Amer. Math. Soc. paper, and corresponds to a lecture delivered at the Second Winter School in Geometric Measure Theory at Westlake University, Hangzhou, on February 2026.

2606.02910 2026-06-03 math.FA

Optimal distributional estimates of the multiple Hilbert transform

多重希尔伯特变换的最优分布估计

F. Sukochev, K. Tulenov, D. Zanin

AI总结 本文通过Calderón算子的d重自复合,给出了多重希尔伯特变换的点态上下分布估计,将A. P. Calderón、D. Boyd和Ch. Fefferman的基本结果推广到任意d∈N。

Comments 29 pages. Welcome to any comments!

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AI中文摘要

本文研究了多重希尔伯特变换的最优分布估计。我们获得了多重希尔伯特变换关于Calderón算子与其自身的d重复合的点态上下分布估计。这将对任意d∈N,推广了A. P. Calderón、D. Boyd和Ch. Fefferman的基本结果。

英文摘要

In this paper, we study optimal distributional estimates for the multiple Hilbert transform. We obtain pointwise upper and lower distributional estimates of the multiple Hilbert transform in terms of the $d$-fold composition of the Calderón operator with itself. This extends the fundamental results by A. P. Calderón, D. Boyd, and Ch. Fefferman for arbitrary $d\in\mathbb N.$

2606.02904 2026-06-03 math.NT

On the Argument of the Lerch, Chowla--Selberg Formula and CM Values of $η(τ)$

关于Lerch、Chowla--Selberg公式的参数与$η(τ)$的CM值

Henri Cohen

AI总结 本文给出了不含绝对值的完全显式Lerch、Chowla--Selberg公式,并应用于η函数的个别CM值的参数,同时提出了关于这些CM值的精确猜想并提供了大量数据支持。

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AI中文摘要

我们给出了Dedekind eta函数的不含绝对值的完全显式Lerch、Chowla--Selberg公式,并给出了一些应用,特别是关于eta函数的个别CM值的参数。我们还提出了关于这些CM值的精确猜想以及支持它们的大表格。

英文摘要

We give a completely explicit Lerch, Chowla--Selberg formula without absolute values of the Dedekind eta function, and give some applications, in particular to the argument of individual CM values of the eta function. We also give precise conjectures on these CM values and a large table supporting them.

2606.02903 2026-06-03 math.AG math-ph math.MP

Cohomology of complex supertori

复超环面的上同调

Hargun Bhatia, Soumya Ganguly, Zhiyuan Jiang, Jeffrey M Rabin, Steven V Sam

AI总结 研究由代数无关奇参数平移得到的超环面,通过李代数上同调确定其结构层的凝聚上同调群,并计算Picard群。

Comments 33 pages

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AI中文摘要

我们考虑超环面,它是仿射超空间通过代数无关奇参数平移得到的商。具体地,我们通过生成元和关系描述了其全局截面空间的环结构,并通过将其简化为李代数上同调问题,完全确定了其结构层的凝聚上同调群。我们还证明了层上同调中的庞加莱对偶性与平移群的群上同调中的庞加莱对偶性兼容,并给出了显式的例子表格。最后,我们计算了这些超环面的Picard群。

英文摘要

We consider supertori which are quotients of affine superspace by translations by algebraically independent odd parameters. Specifically, we describe the ring structure of its space of global sections by generators and relations and completely determine the coherent cohomology groups of its structure sheaf by reducing it to a problem of Lie algebra cohomology. We also show that Poincaré duality on sheaf cohomology is compatible with that of the group cohomology of the translation group and give explicit tables of examples. Finally, we compute the Picard groups of these supertori.

2606.02899 2026-06-03 math.AP

A coupled prediction-correction Hughes' model for congested crowd motion

耦合预测-校正的Hughes拥挤人群运动模型

Hamza Ennaji, Noureddine Igbida, Ghadir Jradi, José Miguel Urbano

AI总结 针对经典Hughes模型,提出一种耦合预测-校正的宏观人群运动模型,通过引入预期行为和动态路径调整,数值上展示了建立经典模型适定性的前景。

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AI中文摘要

本文受著名的Hughes模型启发,提出了一种新的宏观人群运动模型。该模型将行人密度的非线性守恒律与描述到目标最短路径的Eikonal方程耦合。我们的方法既可以视为对Hughes原始公式的修改,也可以视为对近期工作中提出的预测-校正框架的改进。所得模型融入了预期行为和动态路径调整,在复杂环境中提供了更真实的人群动力学表示。我们给出了模型的数学公式,讨论了其适定性性质,并通过数值模拟展示了其定性行为。最终,至少从数值角度来看,我们表明该变体为建立经典Hughes模型的适定性提供了一条有希望的途径,而经典模型的适定性长期以来一直是一个具有挑战性的开放问题。

英文摘要

In this work, we introduce a new macroscopic model for crowd motion inspired by the celebrated Hughes' model \cite{Hughes2002, Hughes2003}, which couples a nonlinear conservation law for the pedestrian density with an Eikonal equation describing the shortest path to the target. Our approach can be viewed both as a modification of Hughes' original formulation and as a refinement of the prediction-correction framework proposed in the recent work \cite{ennaji2023prediction}. The resulting model incorporates anticipatory behavior and dynamic route adjustment, offering a more realistic representation of crowd dynamics in complex environments. We present the mathematical formulation of the model, discuss its well-posedness properties, and illustrate its qualitative behavior through numerical simulations. Ultimately, we show, at least from a numerical perspective, that this variant provides a promising avenue towards establishing the well-posedness of the classical Hughes' model, which has remained a challenging open problem for a long time.

2606.02898 2026-06-03 math.LO math.GR

Canonical reconstruction and forcing absoluteness of standard structures

标准结构的典范重构与力迫绝对性

Tomasz Kania

AI总结 本文通过分离一个简单的保持原则,研究代数或拓扑代数结构具有标准形式 F(X) 的力迫绝对性,并应用于对称群、全变换幺半群等,回答 Noah Schweber 提出的问题。

Comments 22 pp

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AI中文摘要

我们分离了一个简单的保持原则,该原则控制着在集合论的传递模型之间,给定的代数或拓扑-代数结构具有由集合 X 索引的标准形式 F(X) 的绝对性。该原则是:如果索引 X(或其代理)可以通过统一的、可定义的构造从 F(X) 中恢复,那么同构于某个 F(X) 的结构类从力迫扩张向下绝对。回答 Noah Schweber 提出的一个问题,我们特别推断:在基础模型中不是全对称群的任何群,在力迫后不能成为全对称群;该结果在 ZF 中已经成立。同样的机制适用于全变换幺半群、幂集布尔代数、全关系代数、全克隆、全划分格、有限生成的中心不可分解环的乘积 R^X、交换 C*-代数 ℓ_∞(X) 和 c_0(X)、全自同态环、算子代数 B(H) 和 K(H),以及作为实巴拿赫格的 ℓ_1(X)。在作为动机的对称群情形中,相同的重构给出的不仅仅是下降:它给出了在传递 ZF 模型上 fullness 的统一的 Π^1_1 定义。然后,我们在标准对称模型情形中展示了干净的 torsor 障碍:有限覆盖 Y × n 已经将 ZF 失败与 ZFC 下降分开,无需任何完备性条件,而有限支撑赋范空间 c_{00}(I) 提供了类似的巴拿赫例子。裸巴拿赫空间与 ℓ_1(Γ) 的同构展示了真正的 ZFC 下降。最后,我们给出了在传递 ZF 模型上标准性的 Π^1_1 可定义性的相应的相对障碍。

英文摘要

We isolate a simple preservation principle governing when it is absolute, between transitive models of set theory, that a given algebraic or topological-algebraic structure has a standard form $F(X)$ indexed by a set $X$. The principle is: if the index $X$ (or a proxy for it) can be recovered from $F(X)$ by a uniform definable construction, then the class of structures isomorphic to some~$F(X)$ is downward absolute from forcing extensions. Answering a question raised by Noah Schweber, we deduce in particular that no group that fails to be a full symmetric group in the ground model can become one after forcing; the result holds already in ZF. The same mechanism applies to full transformation monoids, powerset Boolean algebras, full relation algebras, full clones, full partition lattices, products $R^X$ of finitely generated centrally indecomposable rings, the commutative $C^*$-algebras $\ell_\infty(X)$ and $c_0(X)$, full endomorphism rings, the operator algebras $\mathcal{B}(H)$ and $\mathcal{K}(H)$, and $\ell_1(X)$ as a real Banach lattice. In the motivating symmetric-group case, the same reconstruction gives more than descent: it yields a uniform $Π^1_1$ definition of fullness over transitive ZF-models. We then exhibit clean torsor obstructions, in the standard symmetric-model situation: finite covers $Y \times n$ already separate ZF-failure from ZFC-descent without any completeness caveat, and the finite-support normed space $c_{00}(I)$ provides the analogous Banach example. Bare-Banach-space isomorphism with $\ell_1(Γ)$ exhibits a genuine ZFC-descent. We conclude with the corresponding, relative, obstructions to $Π^1_1$-definability of standardness over transitive ZF-models.

2606.02896 2026-06-03 math.OC

Disciplined Nonlinear Programming

纪律非线性规划

Daniel Cederberg, William Zhang, Parth Nobel, Stephen Boyd

AI总结 提出纪律非线性规划(DNLP)语法,用于规范非线性规划问题,受纪律凸规划(DCP)启发,允许平滑函数与非平滑凸凹函数混合使用,并自动规范化为标准非线性规划形式,以利用平滑求解器处理非平滑函数。

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AI中文摘要

我们引入了纪律非线性规划(DNLP),这是一种用于指定非线性规划问题的语法。DNLP 受纪律凸规划(DCP)的启发,允许将平滑函数与非平滑凸函数和凹函数自由混合,并规定了如何使用非平滑函数的规则。以 DNLP 形式表达的问题可以自动规范化为标准的非线性规划(NLP)形式,并传递给合适的 NLP 求解器。与 DCP 类似,规范化以无损方式松弛非平滑凸函数和凹函数,使它们能够由需要平滑函数的 NLP 求解器处理。除了将 NLP 扩展为包含有用的不可微凸函数和凹函数之外,将原始问题转换为等价的 NLP 形式还具有几个优势,包括更简单的问题初始化。我们描述了该语言以及我们作为 CVXPY(一种 DCP 解析器)扩展的 DNLP 开源实现。

英文摘要

We introduce disciplined nonlinear programming (DNLP), a syntax for specifying nonlinear programming problems. DNLP is inspired by disciplined convex programming (DCP) and allows smooth functions to be freely mixed with nonsmooth convex and concave functions, with rules governing how the nonsmooth functions can be used. Problems expressed in DNLP form can be automatically canonicalized to a standard nonlinear programming (NLP) form and passed to a suitable NLP solver. As in DCP, the canonicalization relaxes nonsmooth convex and concave functions in a lossless way, allowing them to be handled by NLP solvers that require smooth functions. In addition to extending NLP to include useful nondifferentiable convex and concave functions, transforming the original problem to an equivalent NLP form offers several advantages, including simpler problem initialization. We describe the language and our open-source implementation of DNLP as an extension of CVXPY, a parser for DCP.