Advances in Computer Science for Engineering and Education III

689 Pages·2021·51.632 MB·English

by  Zhengbing Hu, Sergey Petoukhov, Ivan Dychka, Matthew He

Advances in Intelligent Systems and Computing 1247
Zhengbing Hu
Sergey Petoukhov
Ivan Dychka
Matthew He   Editors
Advances in
Computer Science
for Engineering
and Education III
Advances in Intelligent Systems and Computing
Volume 1247
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, School of Computer Science and Electronic Engineering,
University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen , Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
on theory, applications, and design methods of Intelligent Systems and Intelligent
Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer
and information science, ICT, economics, business, e-commerce, environment,
healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern
intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput-
ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion
of these paradigms, social intelligence, ambient intelligence, computational neuro-
science, artificial life, virtual worlds and society, cognitive science and systems,
Perception and Vision, DNA and immune based systems, self-organizing and
adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics
including human-machine teaming, knowledge-based paradigms, learning para-
digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent
agents, intelligent decision making and support, intelligent network security, trust
management,interactiveentertainment,Webintelligenceandmultimedia.
The publications within “Advances in Intelligent Systems and Computing” are
primarily proceedings of important conferences, symposia and congresses. They
cover significant recent developments in the field, both of a foundational and
applicable character. An important characteristic feature of the series is the short
publication time and world-wide distribution. This permits a rapid and broad
dissemination of research results.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/11156
Zhengbing Hu Sergey Petoukhov
(cid:129) (cid:129)
Ivan Dychka Matthew He
(cid:129)
Editors
Advances in Computer
Science for Engineering
and Education III
123
Editors
Zhengbing Hu Sergey Petoukhov
Schoolof Educational Information MechanicalEngineering Research Institute
Technology Russian Academy of Sciences
Central China NormalUniversity Moscow,Russia
Wuhan, Hubei, China
MatthewHe
IvanDychka HalmosCollege ofNatural Sciences
Faculty of AppliedMathematics andOceanography
National Technical University of Ukraine Nova SoutheasternUniversity
Kiev, Ukraine Davie,FL,USA
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-55505-4 ISBN978-3-030-55506-1 (eBook)
https://doi.org/10.1007/978-3-030-55506-1
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Contents
Computer Science for Manage of Natural
and Engineering Processes
Interaction of Group of Bridge Piers on Scour . . . . . . . . . . . . . . . . . . . 3
Andrey Voskoboinick, Vladimir Voskoboinick, Vladimir Turick,
Oleksandr Voskoboinyk, Dmytro Cherny, and Lidia Tereshchenko
Mathematical Modeling Dynamics of the Process Dehydration
and Granulation in the Fluidized Bed . . . . . . . . . . . . . . . . . . . . . . . . . . 18
Bogdan Korniyenko and Lesya Ladieva
Optimal Control of Point Source Intensity in a Porous Medium . . . . . . 31
Dmitriy Klyushin and Andrii Tymoshenko
Integrated Water Management and Environmental Rehabilitation
of River Basins Using a System of Non-linear Criteria . . . . . . . . . . . . . 40
Pavlo Kovalchuk, Roman Kovalenko, Volodymyr Kovalchuk,
Olena Demchuk, and Hanna Balykhina
Research on Logistics Center Location-Allocation Problem Based
on Two-Stage K-Means Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52
Meng Wang and Xuejiang Wei
Mathematical Modeling of Dynamic Heat-Mass Exchange Processes
for a Spray-Type Humidifier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63
Igor Golinko and Iryna Galytska
Packing Optimization Problems and Their Application
in 3D Printing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75
A. M. Chugay and A. V. Zhuravka
v
vi Contents
Development of Low-Cost Internet-of-Things (IoT) Networks
for Field Air and Soil Monitoring Within the Irrigation
Control System. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86
Volodymyr Kovalchuk, Oleksandr Voitovich, Dmytro Demchuk,
and Olena Demchuk
Evaluation Research on Technology Innovation Efficiency
of High-End Equipment Manufacturing Based on DEA Malmquist
Index Method—Taking Guangdong Province as an Example . . . . . . . . 97
Shan Wu, Haotai Li, Jinlong Zhang, and Bingchan Fan
Investigation of Load-Balancing Fast ReRouting Model
with Providing Fair Priority-Based Traffic Policing . . . . . . . . . . . . . . . . 108
Oleksandr Lemeshko, Maryna Yevdokymenko, Oleksandra Yeremenko,
and Anastasiia Shapovalova
Tensor Multiflow Routing Model to Ensure the Guaranteed Quality
of Service Based on Load Balancing in Network . . . . . . . . . . . . . . . . . . 120
Oleksandr Lemeshko, Oleksandra Yeremenko, Maryna Yevdokymenko,
and Ahmad M. Hailan
The Method of Correction Functions in Problems of Optimization
of Corroding Structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132
D. G. Zelentsov, L. I. Korotka, and O. R. Denysiuk
Improving the Reliability of Simulating the Operation
of an Induction Motor in Solving the Technical
and Economic Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143
Mykola Tryputen, Vitaliy Kuznetsov, Alisa Kuznetsova,
Maksym Tryputen, Yevheniia Kuznetsova, and Tetiana Serdiuk
Research and Application of Storage Location Optimization
in Warehousing Center of TPL Enterprises. . . . . . . . . . . . . . . . . . . . . . 153
Yong Wang, Pei-lin Zhang, Qian Lu, Daniel Tesfamariam Semere,
and Gang Li
Long-Term Operational Planning of a Small-Series Production
Under Uncertainty (Theory and Practice) . . . . . . . . . . . . . . . . . . . . . . . 167
Alexander Anatolievich Pavlov
Estimation of Hurst Parameter for Self-similar Traffic . . . . . . . . . . . . . 181
Anatolii Pashko, Tetiana Oleshko, and Olga Syniavska
Subduction in the Earth’s Lithosphere, Modeled as a Compressed
Flow of Cubes Using the Discrete Element Method . . . . . . . . . . . . . . . . 192
Dmitri Vengrovich and Vasyl Kulich
The Spatial Characteristics of High-Speed Railway Noise Emission
at Different Speeds . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203
LiLi Li, Qing Xie, and Sha Wu
Contents vii
Research of Dynamic Stress on Assembly Process of Interference
Fit Between Axle and Hole of Planetary Gear . . . . . . . . . . . . . . . . . . . . 210
Mengya Zhang,YanhuiCai,KunChen,JieMei, XiaofeiYin,andJin Liu
MECE Guided Systematic Analysis and Fussy Assessment of Major
Sports Event Broadcasting Center Service Quality—Take the 7th
Military World Games as an Example. . . . . . . . . . . . . . . . . . . . . . . . . . 220
Ziye Wang, Fei Lu, Xinpeng Zhao, and Qingying Zhang
Vehicles’ Joint Motion Model Based on Dynamic Soft Rough Set . . . . . 231
Volodymyr Sherstjuk, Maryna Zharikova, Igor Sokol,
and Ruslan Levkivskiy
Resonance and Rational Numbers Distribution: An Universal
Algorithm of Discrete States Occurrence in the Spectra of Various
Nature Systems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
Victor A. Panchelyuga, Maria S. Panchelyuga, and Olga Yu. Seraya
Perfection of Computer Algorithms and Methods
On Unsupervised Categorization in Deep Autoencoder Models . . . . . . . 255
Serge Dolgikh
Performance of Vectorized GPU-Algorithm for Computing
w-Caputo Derivative Values. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266
Vsevolod Bohaienko
On Calculation by the Linearization Method of Mixed Parametric
and Self-oscillations at Delay . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 276
Alishir A. Alifov
Adaptive Strategies in the Multi-agent “Predator-Prey” Models . . . . . . 285
Petro Kravets, Volodymyr Pasichnyk, Nataliia Kunanets,
Nataliia Veretennikova, and Olena Husak
Modernization of the Second Normal Form and Boyce-Codd
Normal Form for Relational Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . 296
Oleksandr Rolik, Oleksandr Amons, Kseniia Ulianytska,
and Valerii Kolesnik
Abnormal Interference Recognition Based on Rolling Prediction
Average Algorithm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 306
Ya-Hu Yang, Jia-Shu Xu, Yuri Gordienko, and Sergii Stirenko
Modified Generators of Poisson Pulse Sequences Based on Linear
Feedback Shift Registers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 317
V. Maksymovych, O. Harasymchuk, and M. Shabatura
viii Contents
The Improvement of Digital Signature Algorithm Based on Elliptic
Curve Cryptography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327
Svitlana Kazmirchuk, Anna Ilyenko, Sergii Ilyenko, Olena Prokopenko,
and Yana Mazur
MethodSimultaneousUsingGANandRNNforGeneratingWebPage
Program Code from Input Image. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 338
Ivan Dychka, Viktor Legeza, Liubov Oleshchenko,
and Dmytro Bohutskyi
Method for Synthesis Scalable Fault-Tolerant Multi-level Topological
Organizations Based on Excess Code. . . . . . . . . . . . . . . . . . . . . . . . . . . 350
HeorhiiLoutskii,ArtemVolokyta,PavloRehida,OleksandrHoncharenko,
and Vu Duc Thinh
Spatial Transformer Steerable Nets for Rotation
and Flip Invariant Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363
Viacheslav Dudar and Vladimir Semenov
Hardware/Software Co-design for XML-Document Processing . . . . . . . 373
Anatoliy Sergiyenko, Maria Orlova, and Oleksii Molchanov
Load Balancing in Software Defined Networks Using
Multipath Routing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 384
Yurii Kulakov, Alla Kohan, Sergii Kopychko, and Roman Cherevatenko
Information System Penetration Testing Using Web Attack
Automated Simulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396
Inna V. Stetsenko and Viktoriia Savchuk
Optimal Decision of Supply Chain Based on Nested Loop Algorithm
from the Perspective of System Analysis . . . . . . . . . . . . . . . . . . . . . . . . 407
Yao Zhang, Jinshan Dai, Mengya Zhang, and Qingying Zhang
The Possibilistic Gustafson-Kessel Fuzzy Clustering Procedure
for Online Data Processing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 419
Zhengbing Hu and Oleksii K. Tyshchenko
Distribution of Resources Between Composite Applications
in a Hyperconverged System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
Serhii Bulba, Nina Kuchuk, and Anna Semenova
Improvement of Merkle Signature Scheme by Means of Optical
Quantum Random Number Generators . . . . . . . . . . . . . . . . . . . . . . . . . 440
MaksimIavich,AvtandilGagnidze, Giorgi Iashvili,TetyanaOkhrimenko,
Arturo Arakelian, and Andriy Fesenko
Contents ix
Improved Post-quantum Merkle Algorithm Based on Threads . . . . . . . 454
Maksim Iavich, Sergiy Gnatyuk, Arturo Arakelian, Giorgi Iashvili,
Yuliia Polishchuk, and Dmytro Prysiazhnyy
Optimization of Stock Basing on Improved Grey Prediction Model:
A Case Study on Garment Supply Chain. . . . . . . . . . . . . . . . . . . . . . . . 465
Jinshan Dai, Yao Zhang, Mengya Zhang, and Qingying Zhang
Computer Science for Medicine and Biology
Smart Prothesis: Sensorization, Humane Vibration
and Processor Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 477
Alexander M. Sergeev, Anatoly A. Solovyev, and Nikita S. Kovalev
Detection of Ventricular Late Potentials in Electrocardiograms
Using Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 487
Xavier Fagan, Kateryna Ivanko, and Nataliia Ivanushkina
Significant Parameters of the Keystroke for the Formation
of the Input Field of a Convolutional Neural Network. . . . . . . . . . . . . . 498
IvanDychka,IhorTereikovskyi,LiudmylaTereikovska,AnnaKorchenko,
and Volodymyr Pogorelov
Two-Layer Perceptron for Voice Recognition of Speaker’s Identity. . . . 508
Zhengbing Hu, Ihor Tereikovskyi, Oleksandr Korystin,
Victor Mihaylenko, and Liudmyla Tereikovska
Deduplication Method for Ukrainian Last Names, Medicinal Names,
and Toponyms Based on Metaphone Phonetic Algorithm . . . . . . . . . . . 518
Zhengbing Hu, V. Buriachok, and V. Sokolov
Method of Recognition and Indexing of People’s Faces in Videos
Using Model of Machine Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 534
Nataliya Kobets and Tetiana Kovaliuk
Operational Intelligence Software Concepts for Continuous
Healthcare Monitoring and Consolidated Data Storage Ecosystem . . . . 545
Solomiia Fedushko and Taras Ustyianovych
Relations of the Genetic Code with Algebraic Codes
and Hypercomplex Double Numbers . . . . . . . . . . . . . . . . . . . . . . . . . . . 558
Sergey V. Petoukhov
Use of Sustainable Innovation in Information System:
Integrate Individual’s Spirit and Team Climate. . . . . . . . . . . . . . . . . . . 571
Xiaofen Zhou, Yi Zhang, and Xin Li