• Suche: "convex programming"

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1

Quadratic Memory Is Necessary for Optimal Query Complexity in Convex Optimization: Center of Mass Is Pareto Optimal.
Blanchard, Moïse ; Zhang, Junhui ; Jaillet, Patrick
Mathematics of Operations Research. Nov2025, Vol. 50 Issue 4, p2941-2971. 31p.

MATHEMATICAL optimizatio... CONVEX programming COMPUTATIONAL complexity LIPSCHITZ continuity FEASIBILITY problem (Mat... COMMUNICATION complexity...
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2

Fast Convex Optimization via Time Scale and Averaging of the Steepest Descent.
Attouch, Hedy ; Ioan Boţ, Radu ; Nguyen, Dang-Khoa
Mathematics of Operations Research. Nov2025, Vol. 50 Issue 4, p2633-2665. 33p.

MATHEMATICAL optimizatio... MATHEMATICAL analysis CONVEX programming METHOD of steepest desce... OPTIMIZATION algorithms SMOOTHING (Numerical ana...
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3

On the Convex Formulations of Robust Markov Decision Processes.
Grand-Clément, Julien ; Petrik, Marek
Mathematics of Operations Research. Aug2025, Vol. 50 Issue 3, p1681-1706. 26p.

MARKOV processes DYNAMIC programming UNCERTAINTY (Information... MATHEMATICAL optimizatio... CONVEX programming MATHEMATICAL regularizat...
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4

Acceleration by stepsize hedging: Silver Stepsize Schedule for smooth convex optimization.
Altschuler, Jason M. ; Parrilo, Pablo A.
Mathematical Programming. Sep2025, Vol. 213 Issue 1/2, p1105-1118. 14p.

MATHEMATICAL optimizatio... CONVEX programming OPTIMIZATION algorithms CONVEX functions
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5

A projection-free method for solving convex bilevel optimization problems.
Giang-Tran, Khanh-Hung ; Ho-Nguyen, Nam ; Lee, Dabeen
Mathematical Programming. Sep2025, Vol. 213 Issue 1/2, p907-940. 34p.

LINEAR programming BILEVEL programming CONVEX programming NUMERICAL analysis CONVEX functions OPTIMIZATION algorithms
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6

Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient.
Latafat, Puya ; Themelis, Andreas ; Stella, Lorenzo ; et al.
Mathematical Programming. Sep2025, Vol. 213 Issue 1/2, p433-471. 39p.

CONVEX programming LIPSCHITZ continuity SMOOTHNESS of functions COMPUTER simulation SUBGRADIENT methods
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7

Accelerated stochastic approximation with state-dependent noise.
Ilandarideva, Sasila ; Juditsky, Anatoli ; Lan, Guanghui ; et al.
Mathematical Programming. Sep2025, Vol. 213 Issue 1/2, p239-280. 42p.

ESTIMATION theory CONVEX programming OPTIMIZATION algorithms STOCHASTIC programming
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8

Accelerated Objective Gap and Gradient Norm Convergence for Gradient Descent via Long Steps.
Grimmer, Benjamin ; Shu, Kevin ; Wang, Alex L.
INFORMS Journal on Optimization. Spring2025, Vol. 7 Issue 2, p156-169. 14p.

OPTIMIZATION algorithms CONVEX programming PERIODICAL articles
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9

Maximum likelihood probability measures over sets: Existence, computation, and convergence.
Borrero, Juan S. ; Sauré, Denis
European Journal of Operational Research. Dec2025, Vol. 327 Issue 3, p922-936. 15p.

EMPIRICAL research ALGORITHMS MAXIMUM likelihood stati... CONVEX programming CENSORING (Statistics) ASYMPTOTIC expansions
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10

A randomized method for handling a difficult function in a convex optimization problem, motivated by probabilistic programming.
Fábián, Csaba I. ; Csizmás, Edit ; Drenyovszki, Rajmund ; et al.
Annals of Operations Research. Nov2025, Vol. 354 Issue 3, p1073-1104. 32p.

MATHEMATICAL optimizatio... MONTE Carlo method SIMULATION methods & mod... CONVEX programming SENSITIVITY analysis STOCHASTIC approximation …
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11

Some primal-dual theory for subgradient methods for strongly convex optimization.
Grimmer, Benjamin ; Li, Danlin
Mathematical Programming. Nov2025, Vol. 214 Issue 1/2, p759-788. 30p.

MATHEMATICAL programming MATHEMATICAL optimizatio... SUBGRADIENT methods CONVEX programming NONSMOOTH optimization ASYMPTOTIC analysis
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12

Interior-Point Algorithms with Full Newton Steps for Nonsymmetric Convex Conic Optimization.
Papp, Dávid ; Varga, Anita
SIAM Journal on Optimization. 2025, Vol. 35 Issue 4, p2490-2517. 28p.

INTERIOR-point methods CONVEX programming COMPUTATIONAL complexity OPTIMIZATION algorithms
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13

Convergence Analysis on A Data-Driven Inexact Proximal-Indefinite Stochastic ADMM.
Bai, Jianchao ; Chen, Yang ; Cai, Xingju ; et al.
Asia-Pacific Journal of Operational Research. Oct2025, Vol. 42 Issue 5, p1-30. 30p.

STOCHASTIC convergence EMPIRICAL research CONVEX programming OPTIMIZATION algorithms SMOOTHNESS of functions VARIATIONAL inequalities...
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14

Second-order cone programming approach to common set of weights in multiplicative network DEA model.
Yu, Yu ; Lin, Wuxiong ; Ma, Daipeng ; et al.
INFOR. Dec2025, p1-31. 31p. 1 Illustration.

MATHEMATICAL programming MONTE Carlo method DATA envelopment analysi... CONVEX programming
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15

Distributionally robust optimization with generalized total variation ambiguity sets.
Fontem, Belleh ; Ji, Ran
European Journal of Operational Research. Feb2026, Vol. 328 Issue 3, p894-911. 18p.

PORTFOLIO performance EMPIRICAL research ROBUST optimization CONVEX programming SUBGRADIENT methods GENERALIZATION …
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16

Convergence rate of inexact augmented Lagrangian method with practical relative error criterion for composite convex programming.
Qu, Yunfei ; Cai, Xingju ; Liu, Hongying ; et al.
Computational Optimization & Applications. Jul2025, Vol. 91 Issue 3, p1227-1261. 35p.

LINEAR programming CONVEX programming
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17

Proximal bundle methods for generalized fractional programs with ratios of difference of convex functions.
Ghazi, Abdelouafi ; Roubi, Ahmed
RAIRO: Operations Research (2804-7303). 2025, Vol. 59 Issue 4, p1749-1774. 26p.

ALGORITHMS FRACTIONAL programming CONVEX programming CONVEX functions
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18

A Majorized and Generalized Alternating Direction Method of Multipliers for Convex Composite Programming.
Li, Peili ; Qin, Congying ; Xiao, Yunhai
Asia-Pacific Journal of Operational Research. Sep2025, p1. 35p.

MATHEMATICAL optimizatio... CONVEX programming SMOOTHNESS of functions NUMERICAL calculations
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19

Homotopy Methods for Convex Optimization.
Klingler, Andreas ; Netzer, Tim
SIAM Journal on Optimization. 2025, Vol. 35 Issue 3, p1498-1523. 26p.

MATHEMATICAL optimizatio... CONVEX programming SEMIDEFINITE programming GEOMETRIC programming QUADRATIC programming INTERIOR-point methods
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20

On the Convergence Analysis of the Decentralized Projected Gradient Descent Method.
Choi, Woocheol ; Kim, Jimyeong
SIAM Journal on Optimization. 2025, Vol. 35 Issue 3, p1673-1702. 30p.

MATHEMATICAL optimizatio... PARALLEL programming EMPIRICAL research CONVEX programming SMOOTHNESS of functions OPTIMIZATION algorithms …
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