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Use of Genetic Algorithm and Evolution Strategy when Revealing the Worst Case Effects of Crosstalk Propagation in PCB Bus of Spacecraft Autonomous Navigation System
P. 93–97.
Gazizov R., Gazizov R. R., Zabolotsky A. M.
Importance of the genetic algorithm (GA) and evolution strategy (ES) usage in the investigation of an ultrashort pulse peak voltage in a printed circuit board (PCB) bus of autonomous navigation system (ANS) is highlighted. Trapezoidal ultrashort pulse propagation along the conductors of the PCB bus was optimized. The optimization was made by maximization criteria of maximum crosstalk amplitude at the preset point. The two methods were used for the optimization, which results are compared. The ES optimization was run 20 times when the initial solution was 300 ps. The GA optimization was run 10 times with the parameters: the number of chromosomes – 5, 10; the number of populations – 5, 7, 10, 15; mutation coefficient – 0.1; crossover coefficient – 0.5. After the ES and GA optimizations the crosstalk maximums of 32% and 78% of steady state level in the active conductors respectively were revealed and localized.
In book
Issue 19. , IEEE, 2018.
Faizullin R., Imamov N., Tsoy T. et al., , in: Proceedings of the Fifth International Conference on Agriculture Digitalization and Organic Production (ADOP 2025), Volume 1. Robotics in Agriculture. (SIST, volume 453).: Springer, 2026. P. 25 – 34.
This article considers a dual problem of optimizing field coverage while minimizing a soil compaction and managing energy constraints of agricultural robots. The soil compaction in precision agriculture is a major challenge, as mobile robots are becoming increasingly common in field operations. A proposed optimization combines a soil compaction risk assessment with energy-efficient trajectory planning ...
Added: March 17, 2026
Melman A., Evsyutin O., Knowledge-Based Systems 2025 Vol. 329 No. B Article 114429
Embedding additional information into digital images is an effective method of data privacy protection. A data hiding scheme needs to have a high level of imperceptibility to provide a high level of security. At the same time, it is necessary to maintain good capacity and ability to extract information in its original form. In this ...
Added: September 9, 2025
Switzerland: Springer, 2025.
This volume contains the refereed proceedings of the 24th International Conference on Mathematical Optimization Theory and Operations Research (MOTOR 2025)1 , held during July 07–11, 2025, in Novosibirsk Scientific Centre, Russia. This year the conference was held under the auspices of the International Mathematical Center in Akademgorodok. ...
Added: July 10, 2025
Monakhova E., Monakhov O., Edward R. Rzaev et al., IEEE Access 2025 Vol. 13 P. 104716–104727
Based on the analysis of a large dataset for optimal undirected double-loop networks, we studied the problem of finding families of optimal double-loop graphs with the minimal possible diameter. Optimal double-loop networks are of practical interest as graph models for reliable, low-delay communication in computer systems and networks-on-chip, due to their advantageous networking properties. A ...
Added: June 30, 2025
Sohrabi M., Fathollahi-Fard A., Vasilii A. Gromov et al., Neural Computing and Applications 2025 Vol. 37 No. 18 P. 12253–12279
The generalized quadratic assignment problem (GQAP) poses a significant challenge in optimization, known for its NP-hard complexity and wide-ranging applications in supply chain and manufacturing contexts. While various metaheuristic algorithms have addressed the GQAP, this paper introduces a novel modification of the genetic algorithm (GA), namely the genetic engineering algorithm (GEA). A traditional GA initializes ...
Added: April 2, 2025
Melman A., Evsyutin O., Senyukova O., Компьютерная оптика 2025 Т. 49 № 2 С. 273–281
The widespread use of digital content makes the task of protecting author’s and owner’s rights increasingly important, in particular with regard to digital images. Digital watermarking technology is an effective tool that solves many problems associated with proving authorship of images, verifying authenticity, and tracking illegal copying. An effective watermarking algorithm requires achieving high levels ...
Added: March 8, 2025
Gazizov R., Gazizov T. R., Gazizov R. R., , in: 2018 Moscow Workshop on Electronic and Networking Technologies (MWENT). Proceedings.: M.: IEEE, 2018. P. 1–4.
The paper highlights the importance of using evolution strategy (ES) in investigating ultrashort pulse peak voltages in multiconductor structures of printed circuit boards (PCB). Trapezoidal ultrashort pulse propagation along the conductors of a real PCB multiconductor bus was simulated and, with ES, the whole ultrashort pulse duration was optimized using the criterion of peak voltage ...
Added: May 17, 2024
Anna Melman, Oleg Evsutin, Danil Smirnov, , in: 2023 XVIII International Symposium Problems of Redundancy in Information and Control Systems (REDUNDANCY).: IEEE, 2023. P. 1–5.
Sharing images via social media and specialized sites creates a copyright issue. Image watermarking methods provide copyright protection for authors and owners of digital content. The security level of a watermarking algorithm depends on a watermark’s resistance to various distorting effects, such as brightness changing, contrast changing, applying a Gaussian filter, and others. At the ...
Added: January 5, 2024
Asghar S., Malik M. S., Advances in Space Research 2014 Vol. 53 No. 1 P. 97–109
Recent developments in integrated power and attitude control systems (IPACSs) for small satellite, has opened a new dimension to
more complex and demanding space missions. This paper presents a new inverse free steering approach for integrated power and attitude
control systems using variable-speed single gimbal control moment gyroscope. The proposed inverse free steering law computes the
VSCMG steering ...
Added: November 27, 2023
Gazizov R., , in: 2022 IEEE 23rd International Conference of Young Professionals in Electron Devices and Materials (EDM).: IEEE, 2022. P. 147–151.
The investigation is dedicated to electromagnetic compatibility, in particular the impact of electrostatic discharge. The study focuses on the real printed circuit board of a spacecraft power supply block which has low sensitivity to the impact of electrostatic discharge. The specific feature of the board is that it is pressed into the metal base. The ...
Added: December 16, 2022
Akopov A. S., Beklaryan L. A., Beklaryan A., Mathematical Models and Computer Simulations 2022 Vol. 14 No. 3 P. 503–515
An approach is presented to study the effects of segregation using the developed multisector bounded-neighborhood model. A model of the evolutionary dynamics of a community consisting of local (indigenous) and external (migrants) populations interacting in an artificial socioeconomic system is proposed, in which the key sectors of the economy are identified: the extraction of raw materials (primary sector, attracting ...
Added: May 30, 2022
Belov A. V., Sapozhnikov A., Semichasnov I., , in: Proceedings of the 2021 IEEE International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS).: IEEE, 2021. P. 485–490.
The purpose of this work is to develop algorithms and game mechanics for controlling the car driving along a track using a genetic algorithm for training a neural network with the ability to save and load the obtained weights during training. A genetic algorithm and a neural network were developed using the C ++ programming ...
Added: January 14, 2022
Мультисекторная модель ограниченного соседства: сегрегация агентов и оптимизация характеристик среды
Akopov A. S., Бекларян Л. А., Beklaryan A., Математическое моделирование 2021 Т. 33 № 11 С. 95–114
This article presents an approach to studying the effects of segregation using the developed multi-sector bounded-neighbourhood model. A model of the evolutionary dynamics of a community consisting of a local (natives) and external population (migrants) interacting in an artificial socio-economic system is proposed, in which the key sectors of the economy are highlighted: mining of ...
Added: November 2, 2021
D. A. Abrameshin,, E. D. Pozhidaev,, V. S. Saenko et al., IEEE Transactions on Plasma Science 2019 Vol. 47 No. 8 P. 3653–3657
Abstract—We have performed computer simulations and experimental studies of characteristics of a standard analog device—the heterodyne employing a printed circuit board (PCB) made from a composite dielectric with a controlled dark conductivity. Simulation results show that an increased conductivity of the PCB smaller than 2 × 10^−7 Ohm^−1 · m^−1 has almost no effect on the ...
Added: May 27, 2019
Akopov A. S., Beklaryan A., Сагателян А. К. et al., Программная инженерия 2019 Т. 10 № 2 С. 87–96
This article presents the developed decision support system for the rational management of landscaping on the example of Yerevan, Republic of Armenia. Using agent-based modeling methods, a simulation model has been developed for the distribution of emissions of harmful substances into the atmosphere, taking into account their interaction with green plantings (trees) in order to ...
Added: March 6, 2019
Т.К. Богданова, Д.Ю.Неклюдов, О.М. Уварова, Бизнес-информатика 2018 Т. 43 № 1 С. 39–49
The market of telecommunications services is one of the most important and promising sectors of Russian economics, and its development has an essential impact on development strategies of all industries. In recent times, we observe a tendency for the operators’ business to shift from providing communications services to supplying integrated ICT services. A positive trend ...
Added: January 31, 2019
Babkina T. S., Demidovskij A., Babkin E., International Journal of Big Data Intelligence 2018 Vol. 5 No. 3 P. 143–155
This paper presents two new approaches to solving a classical NP-hard problem of maximum clique problem (MCP), which frequently arises in the domain of information management, including design of database structures and big data processing. In our research, we are focusing on solving that problem using the paradigm of artificial neural networks. The first approach ...
Added: October 3, 2018
Sidorenko V., Чжо М. А., В кн.: Труды XVIII научно-практической конференции «Безопасность движения поездов».: М.: МИИТ, 2017. С. I-23–I-23.
В настоящее время системы искусственного интеллектa, к который относятся и генетические алгоритмы (ГА), широко применяются для решения разнообразных научных и технических задач в транспортной отрасли. Авторами разработано программное обеспечение системы поддержки принятия решения (СППР), реализующей ГА применительно к решению задачи построения графика оборота (ГО) электроподвижного состава (ЭПС) Авторами реализована и апробирована для условии Московского метрополитена ...
Added: August 20, 2018
Akopov A. S., Beklaryan A., Khachatryan N. et al., Информационные технологии 2018 Т. 24 № 5 С. 321–329
This article presents a new approach to developing an adaptive genetic optimization algorithm (MAGAMO/A) using agent modeling techniques. The peculiarity of this approach is the support of the mechanism of adaptive control of key characteristics of GA, in particular, the values of the probabilities of crossover operators and mutations, their types and other important characteristics ...
Added: May 11, 2018
Sidorenko V., Уманский В. И., Чжо М. А. et al., Russian Electrical Engineering, Россия 2017 Vol. 88 No. 12 P. 839–841
Planning electric-rolling-stock (ERS) maintenance in conditions of limited resources can be carried out based on the following criteria of efficiency of construction of the cycle diagram of the electric rolling stock: meeting the requirements of the railway-traffic safety provided by adjusting the planned movement time of the electric rolling stock for the purpose of not ...
Added: March 8, 2018
Zhadnov V.V., Diveev A. I., Sofronova E. A. et al., , in: Proceedings of 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT'17) / April 5-7, 2017.: Barcelona: IEEE, 2017. P. 0061–0066.
A reliability index of various electronics is determined by the experimental data of tests for different values of parameters of the equipment. The received data are collected in bulky tables and references. This paper presents modern numerical approach, allowing to compile the experimental data on changes of reliability index not in the form of tables ...
Added: January 17, 2018
Чжо М. А., Sidorenko V., Электроника и электрооборудование транспорта 2017 № 6 С. 37–40
This paper is a part of continuation publications on the topic of genetic algorithms application to the scheduling of underground rolling stock maintenance. The authors implemented the adaptive crossover selection algorithms within the genetic algorithm framework according to the features of the scheduling problem. Then the authors investigated the possibilities of genetic algorithm by using ...
Added: January 16, 2018