Concepedia

B. T. Polyak

BT

59

Publications

10.9K

Citations

31

H-Index

1964

Active since

Affiliations

V. A. Trapeznikov Institute of Control Sciences(Current)

Russian Academy of Sciences

Polytechnic University of Turin

Moscow Institute of Physics and Technology

University of Minho

B. T. Polyak is an author at V. A. Trapeznikov Institute of Control Sciences specializing in engineering, stability, and systems engineering.

Top concepts

EngineeringStabilitySystems EngineeringNumerical AnalysisMathematical ProgrammingInverse ProblemsApproximation TheoryRobust ControlMechanical SystemsComputer Science

Publications per year

1964–2023

59

Publications

59

Some methods of speeding up the convergence of iteration methods

B. T. Polyak · USSR Computational Mathematics and Mathematical Physics · 1964 · 2.7K citations

Numerical Analysis, Mathematical Programming, Engineering +8

Acceleration of Stochastic Approximation by Averaging

B. T. Polyak, Anatoli Juditsky · SIAM Journal on Control and Optimization · 1992 · 1.8K citations

Mathematical Programming, Classical Optimization, Engineering +12

The conjugate gradient method in extremal problems

B. T. Polyak · USSR Computational Mathematics and Mathematical Physics · 1969 · 1.1K citations

Numerical Analysis, Continuous Optimization, Variational Analysis +3

Constrained minimization methods

E. S. Levitin, B. T. Polyak · USSR Computational Mathematics and Mathematical Physics · 1966 · 835 citations

Numerical Analysis, Engineering, Minimization Methods +4

Cubic regularization of Newton method and its global performance

Yurii Nesterov, B. T. Polyak · Mathematical Programming · 2006 · 801 citations

Numerical Analysis, Numerical Computation, Engineering +6

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