Konstantin Barkalov

29 papers B 4Journal 8Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
On hyperparameter tuning through Lipschitz global optimization.
Soft Comput.
Konstantin Barkalov, Denis Karchkov, Evgeny Kozinov, Ilya Lebedev, Lubov Yamschikova, Nikolay O. Nikitin, Marina Usova
2024 — conf
Comparative Efficiency of Machine Learning Models for Enhancing Algorithms in Solving Multiextremal Multicriteria Problems.
OPTIMA
Sergey Konnov, Evgeny Kozinov, Konstantin Barkalov, Vladimir A. Grishagin
2023 — conf
Application of Machine Learning to Increase the Efficiency of the Global Search Algorithm for Solving Multicriterial Problems.
NUMTA (1)
Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov
2022 J jnl
A Fast kNN Algorithm Using Multiple Space-Filling Curves.
Entropy
Konstantin Barkalov, Anton Shtanyuk, Alexander Sysoyev
2022 — conf
An Accelerated Algorithm for Finding Efficient Solutions in Multiobjective Problems with Black-Box Multiextremal Criteria.
OPTIMA
Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov
2022 — conf
ML-Based Approach for Accelerating Global Search Algorithm for Solving Multicriteria Problems.
LION
Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov
2021 J jnl
Acceleration of Global Optimization Algorithm by Detecting Local Extrema Based on Machine Learning.
Entropy
Konstantin Barkalov, Ilya Lebedev, Evgeny Kozinov
2021 — conf
An Approach for Simultaneous Finding of Multiple Efficient Decisions in Multi-objective Optimization Problems.
MOTOR
Konstantin Barkalov, Victor Gergel, Vladimir A. Grishagin, Evgeniy Kozinov
2021 J jnl
Computationally efficient approach for solving lexicographic multicriteria optimization problems.
Optim. Lett.
Victor Gergel, Evgeniy Kozinov, Konstantin Barkalov
2020 — conf
Adaptive Global Optimization Using Graphics Accelerators.
RuSCDays
Konstantin Barkalov, Ilya Lebedev, Vassili Toropov
2020 J jnl
Global optimization method with dual Lipschitz constant estimates for problems with non-convex constraints.
Soft Comput.
Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk
2019 — conf
Acceleration of Global Search by Implementing Dual Estimates for Lipschitz Constant.
NUMTA (2)
Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk
2019 — conf
Adaptive Global Optimization Based on Nested Dimensionality Reduction.
WCGO
Konstantin Barkalov, Ilya Lebedev
2019 — conf
Parallel Global Optimization for Non-convex Mixed-Integer Problems.
RuSCDays
Konstantin Barkalov, Ilya Lebedev
2019 J jnl
Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization.
Comput. Oper. Res.
Antonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif B. Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh
2018 — conf
A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems.
LION
Victor Gergel, Konstantin Barkalov, Ilya Lebedev
2018 — conf
Comparison of Dimensionality Reduction Schemes for Parallel Global Optimization Algorithms.
RuSCDays
Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev
2018 J jnl
Solving a set of global optimization problems by the parallel technique with uniform convergence.
J. Glob. Optim.
Konstantin Barkalov, Roman G. Strongin
2017 — conf
Comparing Two Approaches for Solving Constrained Global Optimization Problems.
LION
Konstantin Barkalov, Ilya Lebedev
2017 B conf
Globalizer - A Parallel Software System for Solving Global Optimization Problems.
PaCT
Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel
2017 B conf
Parallel Algorithm for Solving Constrained Global Optimization Problems.
PaCT
Konstantin Barkalov, Ilya Lebedev
2017 — conf
Parallel Numerical Methods Course for Future Scientists and Engineers.
RuSCDays
Iosif B. Meyerov, Sergey I. Bastrakov, Konstantin Barkalov, Alexander Sysoyev, Victor Gergel
2017 — conf
Solving Time-Consuming Global Optimization Problems with Globalizer Software System.
RuSCDays
Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel
2017 — conf
Test Problems for Parallel Algorithms of Constrained Global Optimization.
LION
Konstantin Barkalov, Roman G. Strongin
2016 J jnl
Parallel global optimization on GPU.
J. Glob. Optim.
Konstantin Barkalov, Victor Gergel
2016 — conf
Solving GENOPT Problems with the Use of ExaMin Solver.
LION
Konstantin Barkalov, Alexander Sysoyev, Ilya Lebedev, Vladislav Sovrasov
2015 B conf
Use of Xeon Phi Coprocessor for Solving Global Optimization Problems.
PaCT
Konstantin Barkalov, Victor Gergel, Ilya Lebedev
2013 B conf
SVM Regression Parameters Optimization Using Parallel Global Search Algorithm.
PaCT
Konstantin Barkalov, Alexey Polovinkin, Iosif B. Meyerov, Sergey V. Sidorov, Nikolai Yu. Zolotykh
2010 — conf
Parallel Scalable Algorithms with Mixed Local-Global Strategy for Global Optimization Problems.
MTPP
Konstantin Barkalov, Vasily Ryabov, Sergey V. Sidorov