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@arXiv_mathOC_bot@mastoxiv.page
2025-11-14 10:04:30

Verification of Sequential Convex Programming for Parametric Non-convex Optimization
Rajiv Sambharya, Nikolai Matni, George Pappas
arxiv.org/abs/2511.10622 arxiv.org/pdf/2511.10622 arxiv.org/html/2511.10622
arXiv:2511.10622v1 Announce Type: new
Abstract: We introduce a verification framework to exactly verify the worst-case performance of sequential convex programming (SCP) algorithms for parametric non-convex optimization. The verification problem is formulated as an optimization problem that maximizes a performance metric (e.g., the suboptimality after a given number of iterations) over parameters constrained to be in a parameter set and iterate sequences consistent with the SCP update rules. Our framework is general, extending the notion of SCP to include both conventional variants such as trust-region, convex-concave, and prox-linear methods, and algorithms that combine convex subproblems with rounding steps, as in relaxing and rounding schemes. Unlike existing analyses that may only provide local guarantees under limited conditions, our framework delivers global worst-case guarantees--quantifying how well an SCP algorithm performs across all problem instances in the specified family. Applications in control, signal processing, and operations research demonstrate that our framework provides, for the first time, global worst-case guarantees for SCP algorithms in the parametric setting.
toXiv_bot_toot

@arXiv_mathRA_bot@mastoxiv.page
2025-10-08 08:15:59

Geometry of dyadic polygons I: the structure of dyadic triangles
A. Mu\'cka, A. Romanowska
arxiv.org/abs/2510.05467 arxiv.org/pdf/2510.…

@arXiv_mathGT_bot@mastoxiv.page
2025-10-08 09:08:09

Volume functions and boundary data of 3-dimensional hyperbolic manifolds
Jean-Marc Schlenker
arxiv.org/abs/2510.05627 arxiv.org/pdf/2510.05…

@arXiv_mathCV_bot@mastoxiv.page
2025-10-15 07:55:01

Polynomial convexity of $\bar\partial$-flat perturbations of totally real sets
Leandro Arosio, H{\aa}kan Samuelsson Kalm, Erlend F. Wold
arxiv.org/abs/2510.11943

@arXiv_mathCO_bot@mastoxiv.page
2025-10-07 09:31:42

Further analysis of Peeling Sequences
D\'aniel G\'abor Simon
arxiv.org/abs/2510.03832 arxiv.org/pdf/2510.03832

@arXiv_mathCA_bot@mastoxiv.page
2025-10-09 08:02:11

The quasi-Assouad dimension of $(1,2t)$-Furstenberg sets in $\mathbb{R}^3$ is extremized by sticky sets
Sam Craig
arxiv.org/abs/2510.06462

@arXiv_mathOC_bot@mastoxiv.page
2025-10-14 11:33:08

Increasing Value of Information Implies Separable Utility
Michel de Lara (CERMICS)
arxiv.org/abs/2510.11102 arxiv.org/pdf/2510.11102

@arXiv_mathAP_bot@mastoxiv.page
2025-10-10 09:28:29

Gradient regularity for widely degenerate parabolic equations
Michael Strunk
arxiv.org/abs/2510.07999 arxiv.org/pdf/2510.07999

@arXiv_mathAG_bot@mastoxiv.page
2025-10-01 10:04:07

Positive cones of $b$-divisor classes
Snehajit Misra, Nabanita Ray
arxiv.org/abs/2509.25948 arxiv.org/pdf/2509.25948

@arXiv_econTH_bot@mastoxiv.page
2025-10-10 07:40:38

Correlated Perfect Equilibrium
Wanying Huang, J. Jude Kline, Priscilla Man
arxiv.org/abs/2510.07906 arxiv.org/pdf/2510.07906

@arXiv_mathSG_bot@mastoxiv.page
2025-10-02 07:51:40

Almost toric fibrations on symplectic blow ups
Pranav Chakravarthy, Yoel Groman
arxiv.org/abs/2510.00994 arxiv.org/pdf/2510.00994

@arXiv_mathOC_bot@mastoxiv.page
2025-11-14 09:58:00

Measuring dissimilarity between convex cones by means of max-min angles
Welington de Oliveira, Valentina Sessa, David Sossa
arxiv.org/abs/2511.10483 arxiv.org/pdf/2511.10483 arxiv.org/html/2511.10483
arXiv:2511.10483v1 Announce Type: new
Abstract: This work introduces a novel dissimilarity measure between two convex cones, based on the max-min angle between them. We demonstrate that this measure is closely related to the Pompeiu-Hausdorff distance, a well-established metric for comparing compact sets. Furthermore, we examine cone configurations where the measure admits simplified or analytic forms. For the specific case of polyhedral cones, a nonconvex cutting-plane method is deployed to compute, at least approximately, the measure between them. Our approach builds on a tailored version of Kelley's cutting-plane algorithm, which involves solving a challenging master program per iteration. When this master program is solved locally, our method yields an angle that satisfies certain necessary optimality conditions of the underlying nonconvex optimization problem yielding the dissimilarity measure between the cones. As an application of the proposed mathematical and algorithmic framework, we address the image-set classification task under limited data conditions, a task that falls within the scope of the \emph{Few-Shot Learning} paradigm. In this context, image sets belonging to the same class are modeled as polyhedral cones, and our dissimilarity measure proves useful for understanding whether two image sets belong to the same class.
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@arXiv_mathCV_bot@mastoxiv.page
2025-10-07 08:30:32

On rigid $q$-plurisubharmonic functions and $q$-pseudoconvex tube domains in $\mathbb{C}^n$
Thomas Pawlaschyk
arxiv.org/abs/2510.05009 arxi…

@arXiv_mathAP_bot@mastoxiv.page
2025-10-06 09:34:59

Error estimates for finite-dimensional approximations of Hamilton-Jacobi-Bellman equations on the Wasserstein space
Samuel Daudin, Joe Jackson, Benjamin Seeger
arxiv.org/abs/2510.02652

@arXiv_mathOC_bot@mastoxiv.page
2025-11-14 13:23:10

Replaced article(s) found for math.OC. arxiv.org/list/math.OC/new
[1/1]:
- A robust BFGS algorithm for unconstrained nonlinear optimization problems
Yaguang Yang
arxiv.org/abs/1212.5929
- Quantum computing and the stable set problem
Alja\v{z} Krpan, Janez Povh, Dunja Pucher
arxiv.org/abs/2405.12845 mastoxiv.page/@arXiv_mathOC_bo
- Mean Field Game with Reflected Jump Diffusion Dynamics: A Linear Programming Approach
Zongxia Liang, Xiang Yu, Keyu Zhang
arxiv.org/abs/2508.20388 mastoxiv.page/@arXiv_mathOC_bo
- Differential Dynamic Programming for the Optimal Control Problem with an Ellipsoidal Target Set a...
Sungjun Eom, Gyunghoon Park
arxiv.org/abs/2509.07546 mastoxiv.page/@arXiv_mathOC_bo
- On the Moreau envelope properties of weakly convex functions
Marien Renaud, Arthur Leclaire, Nicolas Papadakis
arxiv.org/abs/2509.13960 mastoxiv.page/@arXiv_mathOC_bo
- Automated algorithm design via Nevanlinna-Pick interpolation
Ibrahim K. Ozaslan, Tryphon T. Georgiou, Mihailo R. Jovanovic
arxiv.org/abs/2509.21416 mastoxiv.page/@arXiv_mathOC_bo
- Optimal Control of a Bioeconomic Crop-Energy System with Energy Reinvestment
Othman Cherkaoui Dekkaki
arxiv.org/abs/2510.11381 mastoxiv.page/@arXiv_mathOC_bo
- Point Convergence Analysis of the Accelerated Gradient Method for Multiobjective Optimization: Co...
Yingdong Yin
arxiv.org/abs/2510.26382 mastoxiv.page/@arXiv_mathOC_bo
- History-Aware Adaptive High-Order Tensor Regularization
Chang He, Bo Jiang, Yuntian Jiang, Chuwen Zhang, Shuzhong Zhang
arxiv.org/abs/2511.05788
- Equivalence of entropy solutions and gradient flows for pressureless 1D Euler systems
Jos\'e Antonio Carrillo, Sondre Tesdal Galtung
arxiv.org/abs/2312.04932 mastoxiv.page/@arXiv_mathAP_bo
- Kernel Modelling of Fading Memory Systems
Yongkang Huo, Thomas Chaffey, Rodolphe Sepulchre
arxiv.org/abs/2403.11945 mastoxiv.page/@arXiv_eessSY_bo
- The Maximum Theoretical Ground Speed of the Wheeled Vehicle
Altay Zhakatayev, Mukatai Nemerebayev
arxiv.org/abs/2502.15341 mastoxiv.page/@arXiv_physicscl
- Hessian stability and convergence rates for entropic and Sinkhorn potentials via semiconcavity
Giacomo Greco, Luca Tamanini
arxiv.org/abs/2504.11133 mastoxiv.page/@arXiv_mathPR_bo
- Optimizing the ground state energy of the three-dimensional magnetic Dirichlet Laplacian with con...
Matthias Baur
arxiv.org/abs/2504.21597 mastoxiv.page/@arXiv_mathph_bo
- A localized consensus-based sampling algorithm
Arne Bouillon, Alexander Bodard, Panagiotis Patrinos, Dirk Nuyens, Giovanni Samaey
arxiv.org/abs/2505.24861 mastoxiv.page/@arXiv_mathNA_bo
- A Novel Sliced Fused Gromov-Wasserstein Distance
Moritz Piening, Robert Beinert
arxiv.org/abs/2508.02364 mastoxiv.page/@arXiv_csLG_bot/
- Minimal Regret Walras Equilibria for Combinatorial Markets via Duality, Integrality, and Sensitiv...
Alo\"is Duguet, Tobias Harks, Martin Schmidt, Julian Schwarz
arxiv.org/abs/2511.09021 mastoxiv.page/@arXiv_csGT_bot/
toXiv_bot_toot

@arXiv_mathOC_bot@mastoxiv.page
2025-10-02 08:05:10

The Non-Attainment Phenomenon in Robust SOCPs
Vinh Nguyen
arxiv.org/abs/2510.00318 arxiv.org/pdf/2510.00318