Международная школа-семинар

HMMOCS-2022: Гибридные методы моделирования и оптимизации в сложных системах

Материалы


О школе-семинаре


Сайт школы-семинара

 

 

Школа-семинар «Гибридные методы моделирования и оптимизации в сложных системах» - «Hybrid methods of modeling and optimization in complex systems» (HMMOCS-2022)  проводится 22-24 ноября 2022 года.

Школа-семинар проводится в целях популяризации научно-исследовательской деятельности в приоритетных направлениях и пропаганды достижений научно-исследовательской деятельности в области передовых цифровых, интеллектуальных производственных технологий, создания систем обработки больших объемов данных, построения математических моделей, обмена опытом на региональном, всероссийском и международном уровне.

Организаторы школы-семинара: ОУ «Красноярский краевой Дом науки и техники РосСНИО», Сибирский федеральный университет, Сибирский институт прикладного системного анализа имени А.Н. Антамошкина.

Школа-семинар включена в проект «Организационная и материально-техническая поддержка домов науки и техники, профессиональных организаций РосСНИО» в рамках инициативы №10 Плана Десятилетия науки и технологий РФ.

 

Материалы школы-семинара в виде статей на английском языке публикуются в EpCT - European Proceedings of Computers and Technology, индексируемом международными базами Web of Science Core Collection™ Conference Proceedings Citation Index - Social Sciences & Humanities (CPCI-SSH) and Google Scholar. Требования к статьям и шаблоны оформления https://conf.domnit.ru/ru/forauthors/epsbs-european-proceedings/

 

Доклады и статьи участников


OLAP CONCEPT AS A BASIS FOR BUSINESS FOR ANALYSIS OF MULTIDIMENSIONAL DATA STRUCTURES

Vladislav Sokolov, Roman Kuzmich, Alena Stupina, Katerina Ponomareva, Maria Pokushko

Siberian Federal University, Krasnoyarsk; Reshetnev Siberian State University of Science and Technology, Krasnoyarsk; University of Cadiz Puerto Real, Spain

MATHEMATICAL MODEL OF BILLING FOR THEOOL DAO

Alexey V. Nenashev, Rostislav S. Oleshko

Samara State Technical University; THEOOL LLC

SYSTEM OF AUTOMATED TEXT MESSAGES CLUSTERING BY SEMANTIC PROXIMITY BASED ON NLP AND MACHINE LEARNING METHODS 

 

 

Iuliia Khudonogova, Leonid Lipinskiy, Anastasiya Polyakova

Reshetnev Siberian State University of Science and Technology

INFORMATION AND SIGNAL ACTIONS IN THE CYBER-PHYSICAL SYSTEMS HIERARCHY CONTROL

 

A. V. Shukalov, V. I. Babenkov,

I. O. Zharinov, O. O. Zharinov

ITMO University,

Saint Petersburg University of State Fire Service of EMERCOМ of Russia, Saint Petersburg State University of Aerospace Instrumentation

DETERMINATION OF HOMOGENEOUS BATCHES OF ANODES BASED ON HYBRID OPTIMIZATION MODELS

I P Rozhnov, L A Kazakovtsev, I S Masich

Siberian Federal University, Reshetnev Siberian State University of Science and Technology

REVIEW ARTICLE: VIRTUAL ROBOTS IN THE MODERN WORLD

Asabaev Islam, Magomedov Islam

Kadyrov Chechen State University

APPLICATION OF THE DATA ENVELOPMENT ANALYSIS METHOD FOR EVALUATING OPERATION OF TECHNICAL SYSTEMS

M. Pokushko, A. Stupina, I. Medina-Bulo, R. Kuzmich, A. Stupin, M. Karaseva

Siberian Federal University, Reshetnev Siberian State University of Science and Technology, University of Cadiz, Siberian Fire and Rescue Academy of GPS MES

INFORMATION TOOLS MAPLE IN THE STUDY OF QUESTIONS OF MATHEMATICAL LOGIC

Aleksandr Olenev, Elena Petlina, Aleksandr Shuvaev, Natalya Grivennaya, Alexey Khabarov

Stavropol State Pedagogical Institute, Stavropol; Stavropol State Agrarian University, Stavropol;, Don State Technical University, Technological Institute of Service (branch) of DSTU, Stavropol

DEVELOPMENT OF AN ALGORITHM FOR IMPLEMENTING THE DIGITAL TWIN OF THE INFORMATION RESOURCE LIFE CYCLE

Aleksey Popov, Anatoly Popov, Nikita Romanov, Aleksey Ovsyankin and Adilya Batyrbekova

Reshetnev Siberian State University of Science and Technology 31, prospect “Krasnoyarsky rabochy “, Krasnoyarsk, 660037, Russia

DUAL-POPULATION ADAPTIVE DIFFERENTIAL EVOLUTION ALGORITHM

Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin

Reshetnev Siberian University of Science and Technology, Robert Koch Institute

HYBRIDIZATION OF MACHINE LEARNING MODELS AND DIFFERENTIAL EVOLUTION FOR EFFICIENCY IMPROVING IN DATA MINING PROBLEMS SOLVING

Tatiana Karaseva

Siberian Federal University, Krasnoyarsk; Reshetnev Siberian State University of Science and Technology, Krasnoyarsk

APPROACH TO DATA CLUSTERING BASED ON MOLECULAR CHEMICAL REACTIONS WITH VARIOUS DISTANCE MEASURES

Egor Markushin, Guzel Shkaberina, Natalya Rezova, Lev Kazakovtsev

Siberian Federal University, Krasnoyarsk; Reshetnev Siberian State University of Science and Technology, Krasnoyarsk

BROWSER GAME AS A NEW WAY OF CAREER GUIDANCE

Valentin Sorokin, Elena Tovbis, Guzel Shkaberina, Lev Kazakovtsev

Reshetnev Siberian State University of Science and Technology

OPTIMIZATION OF ROAD TRAFFIC ON KARAULNAYA STREET IN THE CITY OF KRASNOYARSK

A. Stupin, I. Ovchinnikova, O. Shagaeva, V. Stasiuk

Siberian Federal University, Scientific laboratory of Hybrid methods of modelling and optimization in complex systems, 26a, street Akademika Kirenskogo., Krasnoyarsk, 660074, Russian Federation. Siberian Federal University, 79, Svobodny av., Krasnoyarsk, 660041, Russian Federation. Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarsky Rabochy av., Krasnoyarsk, 660037, Russian Federation. University of Cadiz, 10, street University of Cadiz, Puerto Real,11519, Spain

HYBRID EVOLUTIONARY APPROACH TO DECISION TREES ENSEMBLES DESIGN

Sergei Mitrofanov, Eugene Semenkin

Reshetnev Siberian State University of Science and Technology, Krasnoyarsk; Siberian Federal University , Krasnoyarsk

POSSIBILITIES APPLICATION OF FUZZY LOGIC IN THE CONSTRUCTION OF AUTOMATED SYSTEMS IN THE METALLURGICAL INDUSTRY

Igor Khramov, Alena Stupina

Siberian Federal University

MECHATRONICS: DEVELOPMENT AND IMPROVEMENT OF THE EXISTING ROBOTIC ARM 7 DEGREE OF FREEDOM

Matygov Movsar, Magomedov Islam

Kadyrov Chechen State University

ENTROPY APPROACH IN METHODS OF AUTOMATIC ANALYSIS OF ELECTROENCEPHALOGRAM

Lyudmila Egorova

Siberian Federal University, Krasnoyarsk

THE CONCEPT MODEL OF INFORMATION APPLICATION FOR ACTIONS IN SYSTEM

Alexander Geyda

St. Petersburg Federal Research Center of the Russian Academy of Sciences

MODELING OF THE AGGREGATOR-PLATFORM FOR STORAGE, ANALYSIS AND PROCESSING OF HISTORICAL AND CULTURAL DATA "SIBIRIANA"

Evgeniia Bryukhanova, Oleslav Antamoshkin

Siberian Federal University, Krasnoyarsk, 79, Svobodny Ave., Krasnoyarsk, 660041, Russia , Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarsky Rabochy Av., Krasnoyarsk, 660037, Russian Federation

MINIMIZING THE CARBON FOOTPRINT WITH THE USE OF ZEROING NEURAL NETWORKS

Evgeniia Bryukhanova, Oleslav Antamoshkin

Siberian State University of Science and Technology named after Academician M.F. Reshetnev, Krasnoyarsk Worker Ave., 31, Krasnoyarsk, 660037, Russia Siberian Federal University, Svobodny Ave., 79, Krasnoyarsk, 660041, Russia

CREDIT CARD ATTRITION CLASSIFICATION THROUGH NEURONETS

Spyridon D. Mourtas, Vasilios N. Katsikis, Romanos Sahas

Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University, Prosp. Svobodny 79, 660041 Krasnoyarsk, Russia; Department of Economics, Division of Mathematics-Informatics and Statistics-Econometrics, National and Kapodistrian University of Athens, Greece

NEUTROSOPHY IN UNCONSTRAINED NONLINEAR OPTIMIZATION

Predrag S. Stanimirović (a)*, Branislav Ivanov (b), Vasilios N. Katsikis (c), Spyridon D. Mourtas (d)

University of Niš, Faculty of Sciences and Mathematics, Laboratory

Hybrid Methods of Modelling and Optimization in Complex Systems, Siberian Federal University, Krasnoyarsk, Russia,

University of Belgrade, Technical Faculty in Bor, Bor, Serbia,

Department of Economics, Division of Mathematics-Informatics and Statistics-Econometrics, National and

Kapodistrian University of Athens, Athens, Greece

Department of Economics, Division of Mathematics-Informatics and Statistics-Econometrics, National and

Kapodistrian University of Athens

COGNITIVE MODELING OF LEARNING PROCESS

S.S. Moskaleva, G.S. Shkaberina

Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia

IDENTIFICATION OF DIFFERENTIAL EQUATIONS SYSTEMS WITH VARIOUS INPUT EFFECTS

Tatiana Karaseva

Siberian Federal University,

Reshetnev Siberian State University of Science and Technology,

Krasnoyarsk, Russia

HIERARCHICAL CO-EVOLUTION OF SELF-CONFIGURING BIO-INSPIRED ALGORITHMS FOR OPTIMIZATION PROBLEMS IN PRODUCTION SCHEDULING WITH PRIORITIES

Olga Semenkina, Eugene Popov, Eugene Semenkin

Reshetnev Siberian State University of Science and Technologies; Siberian Federal University

SELECTIVE PRESSURE STRATEGY IN MULTILEVEL COOPERATIVE COEVOLUTION FOR SOLVING LSGO PROBLEMS

Aleksei Vakhnin, Evgenii Sopov

Reshetnev Siberian University of Science and Technology, Krasnoyarsk, Russian Federation; Siberian federal university, Krasnoyarsk, Russian Federation

INFLUENCE OF CLASS IMBALANCE ON THE QUALITY OF HYDROCRACKING UNIT FAILURE PREDICTION MODELS

Ivan Nekrasov, Vladimir Bukhtoyarov, Svetlana Eremeeva

Siberian Federal University, Laboratory of Biofuel Compositions, Krasnoyarsk, Russia

MULTI-SWARM PSO WITH SUCCESS-HISTORY BASED ADAPTIVE LOCAL SEARCH FOR DYNAMIC ENVIRONMENTS

Vladimir Stanovov, Shakhnaz Akhmedova, Aleksei Vakhnin, Eugene Sopov, Eugene Semenkin

Reshetnev Siberian University of Science and Technology, Robert Koch Institute, Siberian Federal University

ARTIFICIAL NEURAL NETWORK ARCHITECTURE TUNING ALGORITHM

Vyacheslav Yurshin, Vladimir Stanovov

Siberian Federal University; Siberian Federal University

FUZZY CLASSIFICATION ALGORITHM WITH LEXICASE SELECTION

Tatiana Pleshkova, Vladimir Stanovov

Siberian Federal University, Krasnoyarsk, Russia and Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia

THE APPLICATION OF CONVOLUTIONAL NEURAL NETWORKS TO DETERMINE THE TECHNOLOGICAL STAGES OF THE INDUCTION SOLDERING PROCESS

Vadim Tynchenko, Sergei Kurashkin, Vladislav Kukartsev

Bauman Moscow State Technical University, Moscow

A NOVEL BINARY DE BASED ON THE BINARY SEARCH SPACE TOPOLOGY: THE PRELIMINARY RESULTS

Evgenii Sopov

Siberian federal university, Krasnoyarsk, Russia

A NEUTROSOPHIC ADAPTIVE RECURRENT NEURAL NETWORK FOR TIME-VARYING MATRIX INVERSION

Spyridon D. Mourtas, Predrag S. Stanimirović, Vasilios N. Katsikis

Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University, Prosp. Svobodny 79, 660041 Krasnoyarsk, Russia; Department of Economics, Division of Mathematics-Informatics and Statistics-Econometrics, National and Kapodistrian University of Athens, Greece; University of Niš, Faculty of Sciences and Mathematics, Višegradska 33, 18000 Niš, Serbia

GRADIENT NEURAL DYNAMICS BASED ON MODIFIED ERROR FUNCTION

Predrag S. Stanimirović, Dimitrios Gerontitis, Nataša Tešić,
Vladimir L. Kazakovtsev, Vladislav Stasiuk, Xinwei Cao

University of Niš, Faculty of Sciences and Mathematics, Serbia,
Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University; Krasnoyarsk,
Department of Information and Electronic Engineering, International Hellenic University, Thessaloniki, Greece,
Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia, Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University, Krasnoyarsk, Russia,
Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University, Krasnoyarsk, Russia, School of Business, Jiangnan University, China

REVIEW ARTICLE: METAVERSE FOR TODAY

Asabaev Islam, Matygov Movsar

Kadyrov Chechen State University

AN EFFICIENT TRAINING ALGORITHM OF RESTRICTED BOLTZMANN MACHINES

Vadim Matskevich, Vladislav Stasiuk

Belarusian State University, Minsk, Belarus; Siberian Federal University, Krasnoyarsk

DISK DRIVES REMAINING USEFUL LIFE PREDICTION USING THE EXTREME LEARNING MACHINE

Liliya A. Demidova, Ilya A. Fursov

Institute for Information Technologies Federal State Budget Educational Institution of Higher Education «MIREA – Russian Technological University»

SELF-CONFIGURING EVOLUTIONARY ALGORITHMS BASED DESIGN OF HYBRID INTERPRETABLE MACHINE LEARNING MODELS

P. A. Sherstnev

(a) Siberian Federal University, 79 Svobodny pr., Krasnoyarsk, Russia

A HYBRIDIZATION OF LOCAL AND GLOBAL SEARCH FOR DYNAMIC MULTI-OBJECTIVE OPTIMIZATION PROBLEM

Maria Rurich, Pavel Sherstnev

Reshetnev Siberian State University of Science and Technology, Siberian federal university

AN INVESTIGATION OF THE HYBRIDIZATION OF DE AND BFGS ALGORITHMS

Anton Sopov, Pavel Sherstnev

Reshetnev Siberian State University of Science and Technology, Krasnoyarsk; Siberian Federal University, Krasnoyarsk

SYSTEM FOR AUTOMATIC GROUPING OF METADATA OF THREE-DIMENSIONAL MODELS

Lev Kazakovtsev, Viktoria Kutsevalova, Vladimir Kazakovtsev

Siberian Federal University, Svobodny Ave. 79, Krasnoyarsk, Russia

SLACK BASED MODEL FOR ENTERPRISES’ EFFICIENCY IMPROVEMENT

M. Pokushko, A. Stupina, I. Medina-Bulo, R. Kuzmich, R. Pokushko, M. Karaseva

Siberian Federal University, Krasnoyarsk, Russian Federation, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russian Federation, University of Cadiz, Spain,

Siberian Fire and Rescue Academy of GPS MES, Zheleznogorsk, Russia

TESTING OF THE PROPOSED ROAD UPGRADE AT THE PREDMOSTNAYA RING IN KRASNOYARSK

Artem Stupin, Iuliia Ovchinnikova, Olga Shagaeva, Vladislav Stasiuk

Siberian Federal University, Scientific laboratory of Hybrid methods of modelling and optimization in complex systems, Krasnoyarsk, Siberian Federal University, Krasnoyarsk, 660041, Russian Federation

GREEDY HEURISTICS FOR SELECTION RADIUS OF LOCAL CONCENTRATIONS IN FOREL-2 ALGORITHM

Farid Ahmatshin, Lev Kazakovtsev

Reshetnev University, Siberian Federal University, Russia

ENSEMBLING METHODS FOR SELECTING A SPLITTING ATTRIBUTE IN DECISION TREES LEARNING ALGORITHMS

S. A. Mitrofanov, E. S. Semenkin

Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia; Siberian Federal University, Krasnoyarsk, Russia

CANCER PREDICTION MODELS USING GENE EXPRESSION AND LOGICAL ANALYSIS OF DATA

Mariya Bartosh, Igor Masich

Siberian Federal University, Krasnoyarsk; Reshetnev Siberian State University of Science and Technology, Krasnoyarsk

ADAPTIVE COMPUTING TECHNOLOGIES FOR DIAGNOSTICS AND CONTROL OF UAVS WITH FAULT-TOLERANT ON-BOARD SOFTWARE

I. V. Kovalev, V. V. Losev, D. I. Kovalev, K. D. Astanakulov, A. A. Voroshilova, V. A. Podoplelova, D. V. Borovinsky

Siberian Federal University, Krasnoyarsk, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Krasnoyarsk State Agrarian University, Krasnoyarsk, China Aviation Industry General Aircraft Zhejiang Institute Co., Ltd, China
Krasnoyarsk Science and Technology City Hall of the Russian Union of Scientific and Engineering Associations, Krasnoyarsk, Russia, National Research University "Tashkent Institute of Irrigation and Agricultural Mechanization Engineers", Tashkent, Uzbekistan
Sochi State University, Sochi, Russia, FSBEE HE Siberian Fire and Rescue
Academy EMERCOM of Russia, Zheleznogorsk, Krasnoyarsk region, Russia

STUDY OF MATHEMATICAL MODELS OF DYNAMIC SYSTEMS

О А Ikonnikov, М V Karaseva, I P Rozhnov

Reshetnev Siberian State University of Science and Technology, Siberian Federal University

 

Фото


Обратная связь