?
Modelling the dynamics of the “Smarter Region”
P. 203–209.
Akopov A. S., Beklaryan G. L.
In this paper is presented a modern approach to designing the intelligent information system “Smarter Region” based on methods of system-dynamics and agent-based modeling. A novel CGE-model (computable general equilibrium model) of the region dynamics was developed for Krasnoyarsk Krai, Russia. Important direct and feedback relations were identified and implemented in the system. Agents in the model are branches of economics of the region and the government with its regulation policy. Using genetic optimization algorithm is solving complex optimization problem of the “Smarter Region”, which is related to maximization of the Gross Domestic Product (GDP).
Faizullin R., Tsoy T., Martinez-Garcia E. et al., , in: Proceedings Of The 2024 International Conference On Artificial Life And Robotics February 22 To 25, 2024 J:Com Horutohall, Oita, Japan. 29Th Arob International Meeting Series.: ALife Robotics Corporation Ltd., 2024. P. 170–173.
For a rapid area coverage multiple UAVs are often used simultaneously. However, a path planning for a UAVs group
during an area coverage task is computationally challenging. In practice, heuristic algorithms are applied to solve this
problem. This paper overviews approaches to an area coverage problem with a group of UAVs using genetic
algorithms. The article explores modifications ...
Added: February 19, 2025
Savchenko A., IEEE Access 2024 Vol. 12 P. 25106–25118
Various mobile and edge devices have significantly different processing capabilities, making it challenging to develop a single universal architecture of a neural network to extract facial embeddings. In this paper, we study the automated machine learning techniques to design a neural network with the best performance on a concrete device. The novel procedure is proposed ...
Added: November 22, 2024
Akopov A. S., Beklaryan A., Экономика и математические методы 2023 Т. 59 № 3 С. 117–131
This article presents a new simulation model of a multi-agent socio-economic system (MA-SES), in which individual, including interproduct interactions are implemented. Within the MA-SES, the models of agent-producers and agents-consumers behaviour with their objective functions are studied. In particular, producers follow their own production strategies by choosing the moments for introducing new fixed assets and ...
Added: May 25, 2024
Springer, 2023.
This book constitutes the refereed proceedings of the 14th International Conference on Advances in Optimization and Applications, OPTIMA 2023, held in Petrovac, Montenegro, during September 18–22, 2023.
The 21 full papers included in this book were carefully reviewed and selected from 68 submissions. They were organized in topical sections as follows: mathematical programming; global optimization; continuous optimization; ...
Added: December 9, 2023
Beklaryan A., Вестник ЦЭМИ 2023 Т. 6 № 1 Статья 5
The article presents a new software platform for modelling traffic flows involving unmanned vehicles, using a number of advanced technological solutions, in particular, the FLAME GPU supercomputer agent modelling framework, intelligent software modules based on fuzzy and hierarchical clustering, genetic optimization algorithms, a subsystem for visualizing the state of agents-vehicles based on OpenGL, etc. As ...
Added: June 4, 2023
Gazizov R., Gazizov R., Gazizov T., , in: 2020 Dynamics of Systems, Mechanisms and Machines (Dynamics).: Omsk: IEEE, 2020. P. 1–4.
The paper presents the circuit diagram and the parameters of the cross-section for the model of the power supply (PS) bus of a spacecraft. The optimization of the duration of an ultrashort pulse (USP) exiting the PS bus was made by genetic algorithm(GA) for minimizing the voltage maximum along the PS bus. The GA optimization ...
Added: December 16, 2022
Lychkina N. N., , in: World Organization of Systems and Cybernetics 18. Congress-WOSC2021: Systems Approach and Cybernetics: Engaging for the Future of MankindVol. 495.: Springer, 2022. Ch. III P. 191–204.
Purpose
The goal of this research is to demonstrate model designs and approaches based on using modern paradigms and technological solutions in the field of simulation modeling of socio-economic processes and social forecasting that allow us to study complex dynamic occurrences in the development of socio-economic systems.
Strategic management of socio-economic system involves the analysis of structural ...
Added: October 31, 2021
Akopov A. S., Beklaryan L., Thakur M., IEEE Transactions on Intelligent Transportation Systems 2022 Vol. 23 No. 8 P. 12648–12664
Over the past two decades, several simulation-based approaches have been developed to seek optimal solutions in complex multiagent systems (MASs). One example of these complex systems is the proposed multiagent fuzzy transportation system (FTS), in which agents, such as manned ground vehicles (MGVs) and unmanned ground vehicles (UGVs), use fuzzy logic for maneuvering while interacting ...
Added: October 7, 2021
Cham: Springer, 2021.
This book constitutes the proceedings of the 20th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2021, held in Irkutsk, Russia, in July 2021.
The 29 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 102 submissions. Additionally, 2 full invited papers are presented in the volume. ...
Added: July 8, 2021
Bazhina D., Lukinskiy V., Nikolaevskiy N., Логистика и управление цепями поставок 2020 № 1 (96) С. 47–56
The article covers issues of supply chain modeling being an important step in the decisionmaking process. Logistics and supply chain management consider movement and transition
of material flow as well as financial, information and other flows associated with it. The
characteristics of a flow must be measured considering the dynamics of the flow movement.
This determines the importance ...
Added: April 4, 2020
Чжо М. А., Sidorenko V., Бучирин В. Г. et al., , in: 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus).: M.: IEEE, 2019. P. 2148–2151.
This paper discusses the application of genetic algorithms for the scheduling of electric rolling stock maintenance. The main objective is to improve the automated train scheduling system of uniformity maintenance process with a variety of maintenance resources, including the limited resources. The methods of graph theory and Bellman principle allow us to get the entire ...
Added: August 13, 2019
Lychkina N. N., Логистика и управление цепями поставок 2018 № 6(89) С. 137–152
This article explores the possibilities of modern simulation modeling in the tasks of design and supply chain modeling as systems with structural and dynamic complexity, the study of which should be carried out taking into account multiple risk factors and uncertainties, considering and evaluating the efficiency, dynamism, flexibility and adaptability of the SC based on ...
Added: February 2, 2019
Cham: Springer, 2018.
This book constitutes the proceedings of the 16th Russian Conference on Artificial Intelligence, RCAI 2018, Moscow, Russia, in September 2018.
The 22 full papers presented along with 4 short papers in this volume were carefully reviewed and selected from 75 submissions. The conference deals with a wide range of topics, including data mining and knowledge discovery, text mining, ...
Added: November 10, 2018
Cham, Switzerland: Springer, 2018.
The two-volume set LNCS 10777 and 10778 constitutes revised selected papers from the 12th International Conference on Parallel Processing and Applied Mathematics, PPAM 2017, held in Lublin, Poland, in September 2017.
The 49 regular papers presented in the proceedings were selected from 98 submissions. For the workshops and special sessions, that were held as integral parts ...
Added: June 22, 2018
Sidorenko V., Чжо М. А., В кн.: НОВЫЕ ТЕНДЕНЦИИ РАЗВИТИЯ В УПРАВЛЕНИИ ПРОЦЕССАМИ ПЕРЕВОЗОК, АВТОМАТИКЕ И ИНФОКОММУНИКАЦИЯХ.: Хабаровск: ДВГУПС, 2017. С. 197–201.
Added: March 9, 2018
Kascheev N. I., Kozyrev O., Leykin M. et al., , in: Proceedings of XV IEEE East-West Design & Test Symposium (EWDTS'2017).: Piscataway: IEEE, 2017. P. 1–4.
The secular outcome of our investigation is development of new monitoring service for glucose control related to diabetes. It is based on the main results of research: 1) New innovative wearable sensor that carry non-invasive measurement of glucose level. Sensor uses several independent technologies, simultaneously: radio-frequency with different levels of signal, ultrasonic, electromagnetic and thermal; ...
Added: February 20, 2018
Lychkina N. N., Экономика и управление: проблемы, решения 2017 Т. 7(68) С. 116–122
The report considers the system-wide and significant aspects of the dynamic modeling of the strategic development
of the socio-economic systems on the basis of a composite system-dynamic and agent-based simulation
and scenario approach. ...
Added: February 13, 2018
Lychkina N. N., , in: Lecture Notes in Networks and Systems. Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016Vol. 2.: L.: Springer, 2018. Ch. 2 P. 175–185.
In this research the author studies the approaches to simulation of strategic development of supply chains and formation of cooperation strategies on the basis of the methods of ontology engineering, complex system dynamics simulation and agent-based simulation. ...
Added: September 4, 2017
Zakhodiakin G., Зубарев А. Н., Болотова А. П., В кн.: Планетарные границы. Искусство моделирования. Летняя школа молодых ученых: материалы школы.: М.: РХТУ им. Д.И. Менделеева, 2016. С. 47–51.
В докладе представлена системно-динамическая имитационная модель для оценки эффективности внедрения системы раздельного сбора отходов в Московском регионе. Дана оценка потенциала снижения потребности в площадях для полигонов твердых бытовых отходов. Проведена оценка экономического эффекта для стейкхолдеров. ...
Added: July 13, 2017
М.: РХТУ им. Д.И. Менделеева, 2016.
В сборник вошли материалы докладов участников Летней школы молодых ученых, представленные 15-21 мая 2016 года на Научно-практической школе молодых ученых "Планетарные границы. Искусство моделирования" ...
Added: July 13, 2017
Lychkina N. N., Morozova Y. A., Molodetskaya E., , in: Strategic Innovative Marketing.: Springer, 2017. P. 357–362.
The management of economic development of the region is associated with the search of conditions and ways to achieve sustainable macroeconomic controlled system. This problem cannot be solved by fragmental solutions based on the analysis of fluctuation trends in the indicators, properties, and case elements. It is necessary to apply methods that will allow to ...
Added: July 7, 2017