Konstantin Barkalov

According to our database, Konstantin Barkalov authored at least 28 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Fast kNN Algorithm Using Multiple Space-Filling Curves.

Konstantin Barkalov, Anton Shtanyuk, Alexander Sysoyev

Entropy, 2022

An Accelerated Algorithm for Finding Efficient Solutions in Multiobjective Problems with Black-Box Multiextremal Criteria.

Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov

Proceedings of the Optimization and Applications - 13th International Conference, 2022

ML-Based Approach for Accelerating Global Search Algorithm for Solving Multicriteria Problems.

Konstantin Barkalov, Vladimir A. Grishagin, Evgeny Kozinov

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021

Computationally efficient approach for solving lexicographic multicriteria optimization problems.

Victor Gergel, Evgeniy Kozinov, Konstantin Barkalov

Optim. Lett., 2021

Acceleration of Global Optimization Algorithm by Detecting Local Extrema Based on Machine Learning.

Konstantin Barkalov, Ilya Lebedev, Evgeny Kozinov

Entropy, 2021

An Approach for Simultaneous Finding of Multiple Efficient Decisions in Multi-objective Optimization Problems.

Konstantin Barkalov, Victor Gergel, Vladimir A. Grishagin, Evgeniy Kozinov

Proceedings of the Mathematical Optimization Theory and Operations Research, 2021

2020

Global optimization method with dual Lipschitz constant estimates for problems with non-convex constraints.

Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk

Soft Comput., 2020

Adaptive Global Optimization Based on a Block-Recursive Dimensionality Reduction Scheme.

Roman G. Strongin, Victor P. Gergel, Konstantin A. Barkalov

Autom. Remote. Control., 2020

Adaptive Global Optimization Using Graphics Accelerators.

Konstantin Barkalov, Ilya Lebedev, Vassili Toropov

Proceedings of the Supercomputing, 2020

2019

Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization.

Antonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif B. Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh

Comput. Oper. Res., 2019

Adaptive Global Optimization Based on Nested Dimensionality Reduction.

Konstantin Barkalov, Ilya Lebedev

Proceedings of the Optimization of Complex Systems: Theory, 2019

Parallel Global Optimization for Non-convex Mixed-Integer Problems.

Konstantin Barkalov, Ilya Lebedev

Proceedings of the Supercomputing, 2019

Acceleration of Global Search by Implementing Dual Estimates for Lipschitz Constant.

Roman G. Strongin, Konstantin Barkalov, Semen Bevzuk

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018

Solving a set of global optimization problems by the parallel technique with uniform convergence.

Konstantin Barkalov, Roman G. Strongin

J. Glob. Optim., 2018

Comparison of Dimensionality Reduction Schemes for Parallel Global Optimization Algorithms.

Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev

Proceedings of the Supercomputing, 2018

A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems.

Victor Gergel, Konstantin Barkalov, Ilya Lebedev

Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

2017

Solving Time-Consuming Global Optimization Problems with Globalizer Software System.

Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel

Proceedings of the Supercomputing, 2017

Parallel Numerical Methods Course for Future Scientists and Engineers.

Iosif B. Meyerov, Sergey I. Bastrakov, Konstantin Barkalov, Alexander Sysoyev, Victor Gergel

Proceedings of the Supercomputing, 2017

Globalizer - A Parallel Software System for Solving Global Optimization Problems.

Alexander Sysoyev, Konstantin Barkalov, Vladislav Sovrasov, Ilya Lebedev, Victor Gergel

Proceedings of the Parallel Computing Technologies, 2017

Parallel Algorithm for Solving Constrained Global Optimization Problems.

Konstantin Barkalov, Ilya Lebedev

Proceedings of the Parallel Computing Technologies, 2017

Test Problems for Parallel Algorithms of Constrained Global Optimization.

Konstantin Barkalov, Roman G. Strongin

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Comparing Two Approaches for Solving Constrained Global Optimization Problems.

Konstantin Barkalov, Ilya Lebedev

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

2016

Parallel global optimization on GPU.

Konstantin Barkalov, Victor Gergel

J. Glob. Optim., 2016

Solving GENOPT Problems with the Use of ExaMin Solver.

Konstantin Barkalov, Alexander Sysoyev, Ilya Lebedev, Vladislav Sovrasov

Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

2015

Use of Xeon Phi Coprocessor for Solving Global Optimization Problems.

Konstantin Barkalov, Victor Gergel, Ilya Lebedev

Proceedings of the Parallel Computing Technologies - 13th International Conference, PaCT 2015, Petrozavodsk, Russia, August 31, 2015

2013

SVM Regression Parameters Optimization Using Parallel Global Search Algorithm.

Konstantin Barkalov, Alexey Polovinkin, Iosif B. Meyerov, Sergey V. Sidorov, Nikolai Yu. Zolotykh

Proceedings of the Parallel Computing Technologies - 12th International Conference, 2013

2010

Parallel Scalable Algorithms with Mixed Local-Global Strategy for Global Optimization Problems.

Konstantin Barkalov, Vasily Ryabov, Sergey V. Sidorov

Proceedings of the Methods and Tools of Parallel Programming Multicomputers, 2010

2004

Knowledge Reproduction through Telephone Networks.

V. V. Okatiev, Konstantin A. Barkalov, M. V. Bakulin

Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004