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Page 1 of 2

Application of Machine Learning to Increase the Efficiency of the Global Search Algorithm for Solving Multicriterial Problems

2025 | Book chapter
DOI: 10.1007/978-3-031-81241-5_1
Contributors: Konstantin Barkalov; Vladimir A. Grishagin; Evgeny Kozinov
Source: check_circle
Crossref

Benchmarking Deep Learning Inference on RISC-V CPUs

2025 | Book chapter
DOI: 10.1007/978-3-031-78459-0_24
Contributors: Ivan Mukhin; Yury Rodimkov; Evgeny Vasiliev; Valentin Volokitin; Alexandra Sidorova; Evgeny Kozinov; Iosif Meyerov; Valentina Kustikova
Source: check_circle
Crossref

Comparative Efficiency of Machine Learning Models for Enhancing Algorithms in Solving Multiextremal Multicriteria Problems

2025 | Book chapter
DOI: 10.1007/978-3-031-79119-2_9
Contributors: Sergey Konnov; Evgeny Kozinov; Konstantin Barkalov; Vladimir Grishagin
Source: check_circle
Crossref

Improved Vectorization of OpenCV Algorithms for RISC-V CPUs

Lobachevskii Journal of Mathematics
2024 | Journal article
DOI: 10.1134/S1995080224010530
EID:

2-s2.0-85193006558

Part of ISSN: 18189962 19950802
Contributors: Volokitin, V.D.; Vasiliev, E.P.; Kozinov, E.A.; Kustikova, V.D.; Liniov, A.V.; Rodimkov, Y.A.; Sysoyev, A.V.; Meyerov, I.B.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors

arXiv
2024 | Other
DOI: 10.48550/arXiv.2405.11062
EID:

2-s2.0-85194461271

Part of ISSN: 23318422
Contributors: Kozinov, E.; Vasiliev, E.; Gorshkov, A.; Kustikova, V.; Maklaev, A.; Volokitin, V.; Meyerov, I.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Case Study for Running Memory-Bound Kernels on RISC-V CPUs

arXiv
2023 | Other
EID:

2-s2.0-85162083169

Part of ISSN: 23318422
Contributors: Volokitin, V.; Kozinov, E.; Kustikova, V.; Liniov, A.; Meyerov, I.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Case Study for Running Memory-Bound Kernels on RISC-V CPUs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
DOI: 10.1007/978-3-031-41673-6_5
EID:

2-s2.0-85172086924

Part of ISBN: 9783031416729
Part of ISSN: 16113349 03029743
Contributors:  Volokitin, V.;  Kozinov, E.;  Kustikova, V.;  Liniov, A.;  Meyerov, I.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Improved vectorization of OpenCV algorithms for RISC-V CPUs

arXiv
2023 | Other
DOI: 10.48550/arXiv.2311.12808
EID:

2-s2.0-85179173264

Part of ISSN: 23318422
Contributors: Volokitin, V.D.; Vasiliev, E.P.; Kozinov, E.A.; Kustikova, V.D.; Liniov, A.V.; Rodimkov, Y.A.; Sysoyev, A.V.; Meyerov, I.B.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
DOI: 10.1007/978-3-031-22543-7_4
EID:

2-s2.0-85148696004

Part of ISBN: 9783031225420
Part of ISSN: 16113349 03029743
Contributors: Barkalov, K.; Grishagin, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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Controlling synchronization of gamma oscillations by astrocytic modulation in a model hippocampal neural network

Scientific Reports
2022 | Journal article
DOI: 10.1038/s41598-022-10649-3
EID:

2-s2.0-85128902726

Part of ISSN: 20452322
Contributors: Makovkin, S.; Kozinov, E.; Ivanchenko, M.; Gordleeva, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
DOI: 10.1007/978-3-031-24866-5_9
EID:

2-s2.0-85148484852

Part of ISBN: 9783031248658
Part of ISSN: 16113349 03029743
Contributors: Barkalov, K.; Grishagin, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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On Solving the Problem of Finding Kinetic Parameters of Catalytic Isomerization of the Pentane-Hexane Fraction Using a Parallel Global Search Algorithm

Mathematics
2022 | Journal article
DOI: 10.3390/math10193665
EID:

2-s2.0-85139751758

Part of ISSN: 22277390
Contributors: Barkalov, K.; Gubaydullin, I.; Kozinov, E.; Lebedev, I.; Faskhutdinova, R.; Faskhutdinov, A.; Enikeeva, L.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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Transition from ergodic to many-body localization regimes in open quantum systems in terms of the neural-network ansatz

Izvestiya Vysshikh Uchebnykh Zavedeniy. Prikladnaya Nelineynaya Dinamika
2022 | Journal article
DOI: 10.18500/0869-6632-2022-30-3-268-275
EID:

2-s2.0-85133686331

Part of ISSN: 25421905 08696632
Contributors: Yusipov, I.I.; Kozinov, E.A.; Laptyeva, T.V.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Acceleration of global optimization algorithm by detecting local extrema based on machine learning

Entropy
2021 | Journal article
DOI: 10.3390/e23101272
EID:

2-s2.0-85116025287

Part of ISSN: 10994300
Contributors: Barkalov, K.; Lebedev, I.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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An Approach for Simultaneous Finding of Multiple Efficient Decisions in Multi-objective Optimization Problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Conference paper
DOI: 10.1007/978-3-030-77876-7_9
EID:

2-s2.0-85111356335

Part of ISBN: 9783030778750
Part of ISSN: 16113349 03029743
Contributors: Barkalov, K.; Gergel, V.; Grishagin, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Computationally efficient approach for solving lexicographic multicriteria optimization problems

Optimization Letters
2021 | Journal article
DOI: 10.1007/s11590-020-01668-y
EID:

2-s2.0-85096063900

Part of ISSN: 18624480 18624472
Contributors: Gergel, V.; Kozinov, E.; Barkalov, K.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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Parallel Computations for Solving Multicriteria Mixed-Integer Optimization Problems

Communications in Computer and Information Science
2021 | Conference paper
DOI: 10.1007/978-3-030-81691-9_7
EID:

2-s2.0-85112311576

Part of ISBN: 9783030816902
Part of ISSN: 18650937 18650929
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Parallel solving of multiple information-coordinated global optimization problems

Journal of Parallel and Distributed Computing
2021 | Journal article
DOI: 10.1016/j.jpdc.2021.04.009
EID:

2-s2.0-85105277135

Part of ISSN: 07437315
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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Performance Analysis of Deep Learning Inference in Convolutional Neural Networks on Intel Cascade Lake CPUs

Communications in Computer and Information Science
2021 | Conference paper
DOI: 10.1007/978-3-030-78759-2_29
EID:

2-s2.0-85111425681

Part of ISBN: 9783030787585
Part of ISSN: 18650937 18650929
Contributors: Vasiliev, E.P.; Kustikova, V.D.; Volokitin, V.D.; Kozinov, E.A.; Meyerov, I.B.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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A Visual-Based Approach for Evaluating Global Optimization Methods

Communications in Computer and Information Science
2020 | Conference paper
DOI: 10.1007/978-3-030-64616-5_12
EID:

2-s2.0-85097828940

Part of ISBN: 9783030646158
Part of ISSN: 18650937 18650929
Contributors: Sysoyev, A.; Kocheganova, M.; Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
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Multilevel parallel computations for solving multistage multicriteria optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Conference paper
DOI: 10.1007/978-3-030-50371-0_2
EID:

2-s2.0-85087531385

Part of ISBN: 9783030503703
Part of ISSN: 16113349 03029743
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Multistage Global Search Using Various Scalarization Schemes in Multicriteria Optimization Problems

Advances in Intelligent Systems and Computing
2020 | Conference paper
DOI: 10.1007/978-3-030-21803-4_64
EID:

2-s2.0-85068420306

Part of ISBN: 9783030218027
Part of ISSN: 21945365 21945357
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Parallel computations for various scalarization schemes in multicriteria optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Conference paper
DOI: 10.1007/978-3-030-43229-4_16
EID:

2-s2.0-85083984685

Part of ISBN: 9783030432287
Part of ISSN: 16113349 03029743
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Transforming lindblad equations into systems of real-valued linear equations: Performance optimization and parallelization of an algorithm

Entropy
2020 | Journal article
DOI: 10.3390/e22101133
EID:

2-s2.0-85092764106

Part of ISSN: 10994300
Contributors: Meyerov, I.; Kozinov, E.; Liniov, A.; Volokitin, V.; Yusipov, I.; Ivanchenko, M.; Denisov, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

A Highly Parallel Approach for Solving Computationally Expensive Multicriteria Optimization Problems

Communications in Computer and Information Science
2019 | Conference paper
DOI: 10.1007/978-3-030-36592-9_1
EID:

2-s2.0-85076824841

Part of ISBN: 9783030365912
Part of ISSN: 18650937 18650929
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Comparative Analysis of Parallel Computational Schemes for Solving Time-Consuming Decision-Making Problems

Communications in Computer and Information Science
2019 | Conference paper
DOI: 10.1007/978-3-030-28163-2_8
EID:

2-s2.0-85070606221

Part of ISBN: 9783030281625
Part of ISSN: 18650937 18650929
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

GPU-based parallel computations in multicriterial optimization

Communications in Computer and Information Science
2019 | Conference paper
DOI: 10.1007/978-3-030-05807-4_8
EID:

2-s2.0-85059889640

Part of ISBN: 9783030058067
Part of ISSN: 18650929
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier
grade
Preferred source (of 2)‎

HPC Implementation of the Multipoint Approximation Method for Large Scale Design Optimization Problems Under Uncertainty

2019 | Book chapter
DOI: 10.1007/978-3-319-97773-7_27
Contributors: Vassili Toropov; Yury Korolev; Konstantin Barkalov; Evgeny Kozinov; Victor Gergel
Source: check_circle
Crossref

Propagating large open quantum systems towards their asymptotic states: Cluster implementation of the time-evolving block decimation scheme

Journal of Physics: Conference Series
2019 | Conference paper
DOI: 10.1088/1742-6596/1392/1/012061
EID:

2-s2.0-85078118311

Part of ISSN: 17426596 17426588
Contributors: Volokitin, V.; Vakulchyk, I.; Kozinov, E.; Liniov, A.; Meyerov, I.; Ivanchenko, M.; Laptyeva, T.; Denisov, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Propagating large open quantum systems towards their steady states: cluster implementation of the time-evolving block decimation scheme

arXiv
2019 | Other
DOI: 10.48550/arxiv.1905.08365
EID:

2-s2.0-85170321882

Part of ISSN: 23318422
Contributors: Volokitin, V.; Vakulchyk, I.; Kozinov, E.; Liniov, A.; Meyerov, I.; Ivanchenko, M.; Laptyeva, T.; Denisov, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Transforming the lindblad equation into a system of linear equations: Performance optimization and parallelization

arXiv
2019 | Other
DOI: 10.48550/arxiv.1912.01491
EID:

2-s2.0-85170322188

Part of ISSN: 23318422
Contributors: Meyerov, I.; Kozinov, E.; Liniov, A.; Volokitin, V.; Yusipov, I.; Ivanchenko, M.; Denisov, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Unfolding a quantum master equation into a system of real-valued equations: Computationally effective expansion over the basis of SU(N) generators

Physical Review E
2019 | Journal article
DOI: 10.1103/PhysRevE.100.053305
EID:

2-s2.0-85075105755

Part of ISSN: 24700053 24700045
Contributors: Liniov, A.; Meyerov, I.; Kozinov, E.; Volokitin, V.; Yusipov, I.; Ivanchenko, M.; Denisov, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Efficient multicriterial optimization based on intensive reuse of search information

Journal of Global Optimization
2018 | Journal article
DOI: 10.1007/s10898-018-0624-3
EID:

2-s2.0-85042175451
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Parallel multipoint approximation method for large-scale optimization problems

Communications in Computer and Information Science
2018 | Conference paper
DOI: 10.1007/978-3-319-99673-8_13
EID:

2-s2.0-85053190387

Part of ISBN: 9783319996721
Part of ISSN: 18650929
Contributors: Gergel, V.P.; Barkalov, K.A.; Kozinov, E.A.; Toropov, V.V.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Unfolding quantum master equation into a system of real-valued equations: Computationally effective expansion over the basis of SU(N) generators

arXiv
2018 | Other
DOI: 10.48550/arxiv.1812.11626
EID:

2-s2.0-85170454185

Part of ISSN: 23318422
Contributors: Liniov, .A.; Meyerov, .I.; Kozinov, .E.; Volokitin, .V.; Yusipov, .I.; Ivanchenko, .M.; Denisov, .S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Accelerating Parallel Multicriterial Optimization Methods Based on Intensive Using of Search Information

Procedia Computer Science
2017 | Conference paper
DOI: 10.1016/j.procs.2017.05.051
EID:

2-s2.0-85027349183
Contributors: Gergel, V.P.; Kozinov, E.A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

An approach for parallel solving the multicriterial optimization problems with non-convex constraints

Communications in Computer and Information Science
2017 | Conference paper
DOI: 10.1007/978-3-319-71255-0_10
EID:

2-s2.0-85035114673

Part of ISBN: 9783319712543
Part of ISSN: 18650929
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Classical Bifurcation Diagrams by Quantum Means

Annalen der Physik
2017 | Journal article
DOI: 10.1002/andp.201600402
EID:

2-s2.0-85022043309
Contributors: Ivanchenko, M.V.; Kozinov, E.A.; Volokitin, V.D.; Liniov, A.V.; Meyerov, I.B.; Denisov, S.V.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Efficient methods of multicriterial optimization based on the intensive use of search information

Springer Proceedings in Mathematics and Statistics
2017 | Conference paper
DOI: 10.1007/978-3-319-56829-4_3
EID:

2-s2.0-85022343618
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Localization and hybridization across an effective mobility edge in periodically driven speckle potentials

EPL
2017 | Journal article
DOI: 10.1209/0295-5075/118/47004
EID:

2-s2.0-85026766180
Contributors: Vershinina, O.S.; Kozinov, E.A.; Laptyeva, T.V.; Denisov, S.V.; Ivanchenko, M.V.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Parallel computing for time-consuming multicriterial optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Conference paper
DOI: 10.1007/978-3-319-62932-2_43
EID:

2-s2.0-85028707319

Part of ISBN: 9783319629315
Part of ISSN: 16113349 03029743
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

PMORSy: parallel sparse matrix ordering software for fill-in minimization<sup>†</sup>

Optimization Methods and Software
2017 | Journal article
DOI: 10.1080/10556788.2016.1193177
EID:

2-s2.0-84975483799
Contributors: Pirova, A.; Meyerov, I.; Kozinov, E.; Lebedev, S.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Accelerating multicriterial optimization by the intensive exploitation of accumulated search data

AIP Conference Proceedings
2016 | Conference paper
DOI: 10.1063/1.4965367
EID:

2-s2.0-84995477343
Contributors: Gergel, V.; Kozinov, E.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Calculating Floquet states of large quantum systems: A parallelization strategy and its cluster implementation

Computer Physics Communications
2016 | Journal article
DOI: 10.1016/j.cpc.2015.12.024
EID:

2-s2.0-84978023703
Contributors: Laptyeva, T.V.; Kozinov, E.A.; Meyerov, I.B.; Ivanchenko, M.V.; Denisov, S.V.; Hänggi, P.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Educational and research systems for evaluating the efficiency of parallel computations

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Conference paper
DOI: 10.1007/978-3-319-49956-7_22
EID:

2-s2.0-85007298156

Part of ISBN: 9783319499550
Part of ISSN: 16113349 03029743
Contributors: Gergel, V.; Kozinov, E.; Linev, A.; Shtanyk, A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Dynamic parallelization strategies for multifrontal sparse Cholesky factorization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Conference paper
DOI: 10.1007/978-3-319-21909-7_7
EID:

2-s2.0-84944186244

Part of ISBN: 9783319219080
Part of ISSN: 16113349 03029743
Contributors: Lebedev, S.; Akhmedzhanov, D.; Kozinov, E.; Meyerov, I.; Pirova, A.; Sysoyev, A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Educational and research systems for studying of parallel methods

CEUR Workshop Proceedings
2015 | Conference paper
EID:

2-s2.0-84954514134
Contributors: Kozinov, E.; Gergel, V.; Linev, A.; Shtanyuk, A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Learning parallel computations with ParaLab

CEUR Workshop Proceedings
2015 | Conference paper
EID:

2-s2.0-84960968001
Contributors: Kozinov, E.; Shtanyuk, A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

Two-level parallel strategy for multifrontal sparse Cholesky factorization

CEUR Workshop Proceedings
2015 | Conference paper
EID:

2-s2.0-84954474281
Contributors: Lebedev, S.; Akhmedzhanov, D.; Kozinov, E.; Meyerov, I.; Pirova, A.; Sysoyev, A.
Source: Self-asserted source
Evgeny Kozinov via Scopus - Elsevier

A parallel multilevel nested dissection algorithm for shared-memory computing systems

Numerical Methods and Programming (Vychislitel'nye Metody i Programmirovanie)
2015-09-15 | Journal article
DOI: 10.26089/NumMet.v16r339
Contributors: А.Ю. Пирова; И.Б. Мееров; Е.А. Козинов; С.А. Лебедев
Source: check_circle
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