Optimization and Control

Papers filed under math.OC on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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2,281 to 2,340 of 2,615

  1. Muon meets Tamed Langevin: Momentum Preconditioning beyond Convex and gradient-Lipschitz Potentials

    Nikolaos Makras, Sotirios Sabanis

    cs.LGmath.OCmath.PRarXiv:2610.02158v12026
  2. Iteration Complexity Analysis of Block Coordinate Descent Methods

    Mingyi Hong, Xiangfeng Wang, Meisam Razaviyayn +1

    math.OCstat.MEarXiv:1310.6957v22013
  3. Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems

    Christopher De Sa, Kunle Olukotun, Christopher Ré

    cs.LGmath.OCstat.MLarXiv:1411.1134v32014
  4. Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems

    Mingyi Hong, Zhi-Quan Luo, Meisam Razaviyayn

    math.OCarXiv:1410.1390v22014
  5. Optimal Distributed Control of Reactive Power via the Alternating Direction Method of Multipliers

    Petr Šulc, Scott Backhaus, Michael Chertkov

    math.OCeess.SYarXiv:1310.5748v22013
  6. On the Convergence of FedAvg on Non-IID Data

    Xiang Li, Kaixuan Huang, Wenhao Yang +2

    stat.MLcs.LGmath.OCarXiv:1907.02189v42019
  7. Dion: Distributed Orthonormalized Updates

    Kwangjun Ahn, Byron Xu, Natalie Abreu +5

    cs.LGcs.AImath.OCarXiv:2504.05295v32025
  8. Scen-Opt: A Scenario Optimization Toolbox for Data-Driven Convex Programming

    Ben Wooding, Simone Garatti, Marco C. Campi +1

    cs.MScs.LGcs.SYarXiv:2610.07846v12026
  9. Geometric Control of a Quadrotor UAV Transporting a Payload Connected via Flexible Cable

    Farhad A. Goodarzi, Daewon Lee, Taeyoung Lee

    math.OCarXiv:1407.8164v12014
  10. Secure State Estimation against Sensor Attacks in the Presence of Noise

    Shaunak Mishra, Yasser Shoukry, Nikhil Karamchandani +2

    math.OCcs.CRcs.ITarXiv:1510.02462v22015
  11. Non-convex Finite-Sum Optimization Via SCSG Methods

    Lihua Lei, Cheng Ju, Jianbo Chen +1

    math.OCcs.CCarXiv:1706.09156v42017
  12. VeLO: Training Versatile Learned Optimizers by Scaling Up

    Luke Metz, James Harrison, C. Daniel Freeman +8

    cs.LGmath.OCstat.MLarXiv:2211.09760v12022
  13. The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms

    Sogol Babaeinejadsarookolaee, Adam Birchfield, Richard D. Christie +20

    math.OCarXiv:1908.02788v22019
  14. Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No Pure-Pixel Case

    Chia-Hsiang Lin, Wing-Kin Ma, Wei-Chiang Li +2

    stat.MLcs.ITmath.ITarXiv:1406.5273v22014
  15. Sharp Restricted Isometry Thresholds for Global Minima of Rank-Restricted Matrix LASSO

    Richard Y. Zhang

    stat.MLcs.ITcs.LGarXiv:2608.29018v12026
  16. Federated Multi-Task Learning under a Mixture of Distributions

    Othmane Marfoq, Giovanni Neglia, Aurélien Bellet +2

    cs.LGcs.AImath.OCarXiv:2108.10252v42021
  17. KAYROS: An Anytime and Exact Solver for the Time-Dependent Vehicle Routing Problem with Time Windows - Extended Version

    Florian Rascoussier

    math.OCcs.MSarXiv:2609.29597v22026
  18. Cooperative Adaptive Cruise Control for Connected Autonomous Vehicles by Factoring Communication-Related Constraints

    Chaojie Wang, Siyuan Gong, Anye Zhou +2

    eess.SYmath.OCarXiv:1807.07232v22018
  19. Capacity Characterization of UAV-Enabled Two-User Broadcast Channel

    Qingqing Wu, Jie Xu, Rui Zhang

    cs.ITmath.HOmath.OCarXiv:1801.00443v22018
  20. Convex Relaxation of Optimal Power Flow, Part II: Exactness

    Steven H. Low

    math.OCeess.SYarXiv:1405.0814v12014
  21. Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?

    Simon S. Du, Sham M. Kakade, Ruosong Wang +1

    cs.LGcs.AImath.OCarXiv:1910.03016v42019
  22. Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration

    Soham De, Anirbit Mukherjee, Enayat Ullah

    cs.LGmath.OCstat.MLarXiv:1807.06766v32018
  23. Preserving Unstable Modes Through Inverse Dynamics in JEPA World Models

    Leonardo F. Toso, Yann LeCun, James Anderson +1

    cs.LGcs.ROcs.SYarXiv:2610.07540v12026
  24. Convex optimization

    Evgeniya Vorontsova, Roland Hildebrand, Alexander Gasnikov +1

    math.OCmath.NAarXiv:2106.01946v42021
  25. Optimal Charging of an Electric Vehicle using a Markov Decision Process

    Emil B. Iversen, Juan M. Morales, Henrik Madsen

    math.OCarXiv:1310.6926v12013
  26. Optimal chemo-immunotherapy scheduling: A hybrid QPSO-SQP approach with Michaelis-Menten pharmacodynamics

    Bereket Sitotaw Kidane, Md Samiul Haque Motayed, Shuo Wang

    math.OCcs.SYeess.SYarXiv:2609.11213v12026
  27. Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

    José M. Bioucas-Dias, Mário A. T. Figueiredo

    math.OCmath.NAarXiv:0912.1845v22009
  28. Robust Federated Learning: The Case of Affine Distribution Shifts

    Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani +1

    cs.LGmath.OCstat.MLarXiv:2006.08907v12020
  29. Value Iteration Algorithm for Mean-field Games

    Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi

    eess.SYcs.SYmath.OCarXiv:1909.01758v32019
  30. On the Equivalence of Stochastic Control and Path Space Formulations for Schr\"odinger Bridges over Compact Connected Lie Groups

    Hamza Mahmood, Georgiy A. Bondar, Abhishek Halder +1

    math.OCcs.AIcs.SYarXiv:2609.13758v12026
  31. Linear Convergence and Metric Selection for Douglas-Rachford Splitting and ADMM

    Pontus Giselsson, Stephen Boyd

    math.OCarXiv:1410.8479v52014
  32. Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks

    Wei Hu, Lechao Xiao, Jeffrey Pennington

    cs.LGcs.NEmath.OCarXiv:2001.05992v12020
  33. Analysis of unconstrained nonlinear MPC schemes with time varying control horizon

    Lars Grüne, Jürgen Pannek, Martin Seehafer +1

    math.OCarXiv:1006.2529v12010
  34. Infinite-Horizon Differentiable Model Predictive Control

    Sebastian East, Marco Gallieri, Jonathan Masci +2

    math.OCcs.LGcs.SYarXiv:2001.02244v12020
  35. TSSOS: A Moment-SOS hierarchy that exploits term sparsity

    Jie Wang, Victor Magron, Jean-Bernard Lasserre

    math.OCarXiv:1912.08899v22019
  36. Mean-field Markov decision processes with common noise and open-loop controls

    Médéric Motte, Huyên Pham

    math.OCmath.PRarXiv:1912.07883v22019
  37. Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control

    Milan Korda, Igor Mezić

    math.OCarXiv:1611.03537v32016
  38. Optimal sizing of renewable energy storage: A comparative study of hydrogen and battery system considering degradation and seasonal storage

    Son Tay Le, Tuan Ngoc Nguyen, Dac-Khuong Bui +1

    math.OCarXiv:2211.07833v12022
  39. Perturbed Iterate Analysis for Asynchronous Stochastic Optimization

    Horia Mania, Xinghao Pan, Dimitris Papailiopoulos +3

    stat.MLcs.DCcs.DSarXiv:1507.06970v22015
  40. A computational framework for infinite-dimensional Bayesian inverse problems: Part II. Stochastic Newton MCMC with application to ice sheet flow inverse problems

    Noemi Petra, James Martin, Georg Stadler +1

    stat.MEmath.NAmath.OCarXiv:1308.6221v22013
  41. Sparsity-promoting dynamic mode decomposition

    Mihailo R. Jovanović, Peter J. Schmid, Joseph W. Nichols

    physics.flu-dynmath.DSmath.OCarXiv:1309.4165v12013
  42. Firefly Algorithm: Recent Advances and Applications

    Xin-She Yang, Xingshi He

    math.OCcs.AIarXiv:1308.3898v12013
  43. Path Finding II : An \~O(m sqrt(n)) Algorithm for the Minimum Cost Flow Problem

    Yin Tat Lee, Aaron Sidford

    cs.DScs.NAmath.NAarXiv:1312.6713v22013
  44. Event-triggered boundary control of constant-parameter reaction-diffusion PDEs: a small-gain approach

    Nicolas Espitia, Iasson Karafyllis, Miroslav Krstic

    eess.SYcs.SYmath.OCarXiv:1909.10472v12019
  45. Likelihood Robust Optimization for Data-driven Problems

    Zizhuo Wang, Peter Glynn, Yinyu Ye

    math.OCarXiv:1307.6279v32013
  46. Challenges and Opportunities in Quantum Optimization

    Amira Abbas, Andris Ambainis, Brandon Augustino +43

    quant-phmath.OCarXiv:2312.02279v32023
  47. Data informativity: a new perspective on data-driven analysis and control

    Henk J. van Waarde, Jaap Eising, Harry L. Trentelman +1

    math.OCmath.DSarXiv:1908.00468v32019
  48. A Model Predictive Control Approach for Low-Complexity Electric Vehicle Charging Scheduling: Optimality and Scalability

    Wanrong Tang, Ying Jun Zhang

    math.OCcs.PFeess.SYarXiv:1502.01456v32015
  49. Fast L1-L2 minimization via a proximal operator

    Yifei Lou, Ming Yan

    math.OCcs.ITmath.NAarXiv:1609.09530v42016
  50. LQR through the Lens of First Order Methods: Discrete-time Case

    Jingjing Bu, Afshin Mesbahi, Maryam Fazel +1

    eess.SYcs.SYmath.OCarXiv:1907.08921v22019
  51. Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods

    Guoyin Li, Ting Kei Pong

    math.OCstat.MLarXiv:1602.02915v62016
  52. Unified Optimal Analysis of the (Stochastic) Gradient Method

    Sebastian U. Stich

    cs.LGcs.NAmath.NAarXiv:1907.04232v22019
  53. An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

    Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo

    math.OCmath.NAarXiv:0912.3481v12009
  54. Secondary Frequency and Voltage Control of Islanded Microgrids via Distributed Averaging

    John W. Simpson-Porco, Qobad Shafiee, Florian Dorfler +3

    math.OCarXiv:1504.06784v12015
  55. Last-Iterate Convergence Rate of Normalized Gradient Descent under H\"older Smoothness

    Yuki Takezawa, Eduard Gorbunov

    math.OCcs.LGarXiv:2610.06070v12026
  56. Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization

    Blake Woodworth, Jialei Wang, Adam Smith +2

    math.OCcs.LGstat.MLarXiv:1805.10222v32018
  57. Beyond QAOA: A Review of AI and Quantum Computing for Adaptive Combinatorial Optimization

    Hoong Chuin LAU

    quant-phcs.LGmath.OCarXiv:2610.11759v12026
  58. Breaking the Hierarchy: Distributed Control & Economic Optimality in Microgrids

    Florian Dörfler, John Simpson-Porco, Francesco Bullo

    math.OCarXiv:1401.1767v22014
  59. A Vector Small-Gain Theorem for General Nonlinear Control Systems

    Iasson Karafyllis, Zhong-Ping Jiang

    math.OCmath.DSarXiv:0904.0755v12009
  60. Learning-Augmented Optimization for Strategic Two-Echelon Spare Parts Network Design

    Donato Maragno, Marco Caserta, Alberto Sinigaglia +3

    math.OCcs.LGarXiv:2609.12524v12026