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2022, Volume 14, Issue 2  

Special issue


Editor’s note
A. V. Gasnikov, A. I. Lobanov
209–212

MATHEMATICAL MODELING AND NUMERICAL SIMULATION
Lower bounds for conditional gradient type methods for minimizing smooth strongly convex functions
A. D. Agafonov
213–223
An approach for the nonconvex uniformly concave structured saddle point problem
M. S. Alkousa, A. V. Gasnikov, P. E. Dvurechenskii, A. A. Sadiev, L. Ya. Razouk
225–237
Linearly convergent gradient-free methods for minimization of parabolic approximation
A. I. Bazarova, A. N. Beznosikov, A. V. Gasnikov
239–255
Variance reduction for minimax problems with a small dimension of one of the variables
E. L. Gladin, E. D. Borodich
257–275
Averaged heavy-ball method
M. Yu. Danilova, G. Malinovskii
277–308
On the relations of stochastic convex optimization problems with empirical risk minimization problems on p-norm balls
D. M. Dvinskikh, V. V. Pirau, A. V. Gasnikov
309–319
A gradient method with inexact oracle for composite nonconvex optimization
P. E. Dvurechenskii
321–334
Proof of the connection between the Backman model with degenerate cost functions and the model of stable dynamics
E. V. Kotlyarova, K. Yu. Krivosheev, E. V. Gasnikova, Yu. I. Sharovatova, A. V. Shurupov
335–342
Speeding up the two-stage simultaneous traffic assignment model
E. V. Kotlyarova, P. A. Severilov, Ya. P. Ivchenkov, P. V. Mokrov, M. O. Chekanov, E. V. Gasnikova, Yu. I. Sharovatova
343–355
Tensor methods for strongly convex strongly concave saddle point problems and strongly monotone variational inequalities
P. A. Ostroukhov, R. A. Kamalov, P. E. Dvurechenskii, A. V. Gasnikov
357–376
Tensor methods inside mixed oracle for min-min problems
P. A. Ostroukhov
377–398
Stochastic optimization in digital pre-distortion of the signal
A. V. Alpatov, E. A. Peters, D. A. Pasechnyuk, A. M. Raigorodskii
399–416
Application of gradient optimization methods to solve the Cauchy problem for the Helmholtz equation
N. V. Pletnev, P. E. Dvurechenskii, A. V. Gasnikov
417–444
Adaptive first-order methods for relatively strongly convex optimization problems
O. S. Savchuk, A. A. Titov, F. S. Stonyakin, M. S. Alkousa
445–472
Subgradient methods for non-smooth optimization problems with some relaxation of sharp minimum
S. S. Ablaev, D. V. Makarenko, F. S. Stonyakin, M. S. Alkousa, I. V. Baran
473–495
On accelerated adaptive methods and their modifications for alternating minimization
N. K. Tupitsa
497–515
Computer Research and Modeling
 
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