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ORCIDKonstantin Barkalov
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2020 – today
- 2022
[j8]Konstantin Barkalov
, Anton Shtanyuk, Alexander Sysoyev:
A Fast kNN Algorithm Using Multiple Space-Filling Curves. Entropy 24(6): 767 (2022)- [c20]Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov:
ML-Based Approach for Accelerating Global Search Algorithm for Solving Multicriteria Problems. LION 2022: 123-129 - [c19]Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov:
An Accelerated Algorithm for Finding Efficient Solutions in Multiobjective Problems with Black-Box Multiextremal Criteria. OPTIMA 2022: 51-65 - 2021
- [j7]Konstantin Barkalov, Ilya Lebedev, Evgeny Kozinov:
Acceleration of Global Optimization Algorithm by Detecting Local Extrema Based on Machine Learning. Entropy 23(10): 1272 (2021) - [j6]Victor Gergel, Evgeniy Kozinov, Konstantin Barkalov:
Computationally efficient approach for solving lexicographic multicriteria optimization problems. Optim. Lett. 15(7): 2469-2495 (2021) - [c18]Konstantin Barkalov, Victor Gergel, Vladimir A. Grishagin, Evgeniy Kozinov:
An Approach for Simultaneous Finding of Multiple Efficient Decisions in Multi-objective Optimization Problems. MOTOR 2021: 127-143 - 2020
- [j5]Roman G. Strongin, Victor P. Gergel, Konstantin A. Barkalov:
Adaptive Global Optimization Based on a Block-Recursive Dimensionality Reduction Scheme. Autom. Remote. Control. 81(8): 1475-1485 (2020) - [j4]Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk:
Global optimization method with dual Lipschitz constant estimates for problems with non-convex constraints. Soft Comput. 24(16): 11853-11865 (2020) - [c17]Konstantin Barkalov, Ilya Lebedev, Vassili Toropov:
Adaptive Global Optimization Using Graphics Accelerators. RuSCDays 2020: 150-161
2010 – 2019
- 2019
- [j3]Antonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif B. Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh:
Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization. Comput. Oper. Res. 106: 202-209 (2019) - [c16]Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk:
Acceleration of Global Search by Implementing Dual Estimates for Lipschitz Constant. NUMTA (2) 2019: 478-486 - [c15]Konstantin Barkalov, Ilya Lebedev:
Parallel Global Optimization for Non-convex Mixed-Integer Problems. RuSCDays 2019: 98-109 - [c14]Konstantin Barkalov, Ilya Lebedev:
Adaptive Global Optimization Based on Nested Dimensionality Reduction. WCGO 2019: 48-57 - 2018
- [j2]Konstantin Barkalov, Roman G. Strongin:
Solving a set of global optimization problems by the parallel technique with uniform convergence. J. Glob. Optim. 71(1): 21-36 (2018) - [c13]Victor Gergel, Konstantin Barkalov, Ilya Lebedev:
A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems. LION 2018: 78-81 - [c12]Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev:
Comparison of Dimensionality Reduction Schemes for Parallel Global Optimization Algorithms. RuSCDays 2018: 50-62 - 2017
- [c11]Konstantin Barkalov, Roman G. Strongin:
Test Problems for Parallel Algorithms of Constrained Global Optimization. LION 2017: 18-33 - [c10]Konstantin Barkalov, Ilya Lebedev:
Comparing Two Approaches for Solving Constrained Global Optimization Problems. LION 2017: 301-306 - [c9]Konstantin Barkalov, Ilya Lebedev:
Parallel Algorithm for Solving Constrained Global Optimization Problems. PaCT 2017: 396-404 - [c8]Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel:
Globalizer - A Parallel Software System for Solving Global Optimization Problems. PaCT 2017: 492-499 - [c7]Iosif B. Meyerov, Sergey I. Bastrakov, Konstantin Barkalov, Alexander Sysoyev, Victor Gergel:
Parallel Numerical Methods Course for Future Scientists and Engineers. RuSCDays 2017: 3-13 - [c6]Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel:
Solving Time-Consuming Global Optimization Problems with Globalizer Software System. RuSCDays 2017: 108-120 - 2016
- [j1]Konstantin Barkalov, Victor Gergel:
Parallel global optimization on GPU. J. Glob. Optim. 66(1): 3-20 (2016) - [c5]Konstantin Barkalov, Alexander Sysoyev, Ilya Lebedev, Vladislav Sovrasov:
Solving GENOPT Problems with the Use of ExaMin Solver. LION 2016: 283-295 - 2015
- [c4]Konstantin Barkalov, Victor Gergel, Ilya Lebedev:
Use of Xeon Phi Coprocessor for Solving Global Optimization Problems. PaCT 2015: 307-318 - 2013
- [c3]Konstantin Barkalov, Alexey Polovinkin, Iosif B. Meyerov, Sergey V. Sidorov, Nikolai Yu. Zolotykh:
SVM Regression Parameters Optimization Using Parallel Global Search Algorithm. PaCT 2013: 154-166 - 2010
- [c2]Konstantin Barkalov, Vasily Ryabov, Sergey V. Sidorov:
Parallel Scalable Algorithms with Mixed Local-Global Strategy for Global Optimization Problems. MTPP 2010: 232-240
2000 – 2009
- 2004
- [c1]V. V. Okatiev, Konstantin A. Barkalov, M. V. Bakulin:
Knowledge Reproduction through Telephone Networks. EWIMT 2004
Coauthor Index
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