Armen Beklaryan
- Associate Professor:Graduate School of Business / Department of Business Informatics
- Visiting Specialist:Graduate School of Business / Centre for MBA and DBA Programmes
- Programme Academic Supervisor:Business Analytics and Big Data Systems
- Armen Beklaryan has been at HSE University since 2013.
Education and Degrees
- 2016
Candidate of Sciences* (PhD) in Mathematical Modelling, Numerical Methods and Software Complexes
Higher School of Economics
Thesis Title: Agent-based model of crowd behavior in an emergency situation for evaluating intensity of the output flow front - 2016
Doctoral programme in Mathematical modeling, numerical methods and complexes of programs
HSE University, Department of Business Analytics - 2012
Doctoral programme in Differential equations, dynamical systems, and optimal control
Lomonosov Moscow State University, Faculty of Mechanics and Mathematics - 2009
Degree in Mathematics
Lomonosov Moscow State University, Faculty of Mechanics and Mathematics
* Candidate of Sciences
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
Continuing education / Professional retraining / Internships / Study abroad experience
- AIX 6 Jumpstart for UNIX Professionals, IBM program "Academic Initiative", 2013
- Learning Mathematical Programming for IBM ILOG CPLEX Optimization Studio V12.2, IBM program "No-Charge SVPC for Business Partners", 2013
- Model Development with IBM ILOG CPLEX Optimization Studio V12.2, IBM program "No-Charge SVPC for Business Partners", 2013
- Bases of organization and conducting of training courses in system LMS eFront, NRU HSE, 2013
- Simulation modeling and its business applications in the IDE AnyLogic, NRU HSE, 2015
- Essentials for IBM Cognos BI (v10.2.2), QDTS Training Center, 2015
- Risk management, ISMM, 2016
- Modern machine learning and methods of teaching data analysis, NRU HSE, 2018
- Presentation of information and data. Creating presentations, NRU HSE, 2020
- Huawei Certified ICT Associate Artificial Intelligence (HCIA-AI) V3.0, HUAWEI, 2020
- Huawei Certified Academy Instructor (HCAI), HUAWEI, 2020
- Information technology for digital business transformation, NRU HSE, 2021
- Summer digital school. Track "Data Science", Sberbank Corporate University, 2023
Young Faculty Support Programme (Group of Young Academic Professionals)
Category "Future Professoriate" (2019-2020)
Category "New Lecturers" (2014-2015)
Responsibilities
As part of the management of the BA&BDS Programme:
- responsible for the renewal, development, implementation and effectiveness of the Programme;
- organizes the development and approval of a set of Programme's documents, as well as its updating;
- analyzes the results of the student assessment of teaching (SAT);
- advises students and makes decisions on substantive and administrative issues that arise during their studies, on issues of individual educational trajectories.
Courses (2023/2024)
- Artificial Intelligence and Internet of Things for Business (Bachelor’s programme; Graduate School of Business; 3 year, 3, 4 module)Eng
- Big Data Based Marketing Analytics (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Eng
- Big Data Based Marketing Analytics (Mago-Lego; 1, 2 module)Eng
Business Analytics as a Tool for Effective Management (Master’s programme; Graduate School of Business; field of study "38.04.02. Менеджмент", field of study "38.04.02. Менеджмент"; 2 year, 2 module)Rus
- Business Analytics as a Tool for Effective Management (Mago-Lego; 2 module)Rus
- Business Analytics as a Tool for Effective Management (Master’s programme; Graduate School of Business; 1 year, 2 module)Rus
- Business Analytics: Diversity of Practical Applications (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Eng
- Databases (Bachelor’s programme; Graduate School of Business; 2 year, 3, 4 module)Rus
- Data Warehouse (Bachelor’s programme; Graduate School of Business; 3 year, 1, 2 module)Rus
- Deep Data and Text Analysis (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
- Deep Data and Text Analysis (Mago-Lego; 1, 2 module)Rus
- Machine Learning and Big Data Mining (Master’s programme; Graduate School of Business; 2 year, 2 module)Rus
- Mentor's Seminar "Developing an Individual Educational Trajectory" (Master’s programme; Graduate School of Business; 2 year, 1-3 module)Eng
- Mentor's Seminar "Developing an Individual Educational Trajectory" (Master’s programme; Graduate School of Business; 1 year, 1-4 module)Eng
- Past Courses
Courses (2022/2023)
- Business Analytics as a Tool for Effective Management (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Rus
- Databases (Bachelor’s programme; Graduate School of Business; 2 year, 3, 4 module)Rus
- Database Theory (Mago-Lego; 1, 2 module)Rus
- Database Theory (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Rus
- Data Warehouse (Bachelor’s programme; Graduate School of Business; 3 year, 1, 2 module)Rus
- Deep Data and Text Analysis (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
- Machine Learning and Big Data Mining (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
- Mentor's Seminar "Developing an Individual Educational Trajectory" (Master’s programme; Graduate School of Business; 1 year, 1-4 module)Eng
- Research Seminar (Master’s programme; Graduate School of Business; 2 year, 1-3 module)Eng
- Simulation Modeling of Financial and Economic Systems (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Rus
Courses (2021/2022)
- Databases (Bachelor’s programme; Graduate School of Business; 2 year, 3, 4 module)Rus
- Database Theory (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Rus
- Data Warehouse (Bachelor’s programme; Graduate School of Business; 3 year, 1, 2 module)Rus
- Research Seminar "Advanced Methods of Data Collection and Analysis" (Master’s programme; Graduate School of Business; 1 year, 3 module)Rus
- Research Seminar "Mathematical and Computational Engineering in Science and Business" (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-4 module)Eng
- Simulation Modeling of Financial and Economic Systems (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Rus
- Technology and Text Mining Based on IBM SPSS Modeler (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
- Unstructured Data Analysis (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Rus
Courses (2020/2021)
- Databases (Bachelor’s programme; Graduate School of Business; 2 year, 3, 4 module)Rus
- Database Theory (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Rus
Economic and Mathematic Modeling (Master’s programme; Graduate School of Business; field of study "38.04.05. Бизнес-информатика", field of study "38.04.05. Бизнес-информатика"; 1 year, 1 module)Rus
- Simulation Modeling of Financial and Economic Systems (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Rus
- Technology and Text Mining Based on IBM SPSS Modeler (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
- Unstructured Data Analysis (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Rus
Courses (2019/2020)
- Analysis of Unstructured Information (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Rus
- Database Theory (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Rus
- Data Management (Bachelor’s programme; Graduate School of Business; 2 year, 1-4 module)Rus
Economic and Mathematic Modeling (Master’s programme; Graduate School of Business; field of study "38.04.05. Бизнес-информатика", field of study "38.04.05. Бизнес-информатика", field of study "38.04.05. Бизнес-информатика"; 1 year, 1 module)Rus
- Simulation Modeling of Financial and Economic Systems (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Rus
- Technology and Text Mining Based on IBM SPSS Modeler (Master’s programme; Graduate School of Business; 2 year, 1, 2 module)Rus
Courses (2018/2019)
- Analysis of Unstructured Information (Master’s programme; Graduate School of Business; 1 year, 3, 4 module)Rus
- Database Theory (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Rus
- Data Management (Bachelor’s programme; Graduate School of Business; 2 year, 1-4 module)Rus
- Economic and Mathematic Modeling (Master’s programme; Graduate School of Business; 1 year, 1 module)Rus
- Modeling of Processes and Systems (Bachelor’s programme; Graduate School of Business; 3 year, 3, 4 module)Rus
- Simulation Modeling of Financial and Economic Systems (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Rus
20234
- Article Andranik S. Akopov, Armen L. Beklaryan, Zhukova A. Optimization of Characteristics for a Stochastic Agent-Based Model of Goods Exchange with the Use of Parallel Hybrid Genetic Algorithm // Cybernetics and Information Technologies. 2023. Vol. 23. No. 2. P. 87-104. doi
- Chapter Бекларян Л. А., Бекларян А. Л. Дуализм теорий солитонных решений бесконечномерных динамических систем и функционально-дифференциальных уравнений точечного типа // В кн.: Современные методы теории функций и смежные проблемы: материалы Международной конференции "Воронежская зимняя математическая школа". Воронеж : Издательский дом ВГУ, 2023. С. 54-57.
- Article Бекларян А. Л. Новая программная платформа для моделирования транспортных потоков с участием беспилотных автомобилей // Вестник ЦЭМИ. 2023. Т. 6. № 1. Статья 5. doi
- Article Акопов А. С., Бекларян Л. А., Бекларян А. Л. Оптимизация характеристик интеллектуальной транспортной системы с использованием генетического алгоритма вещественного кодирования на основе адаптивной мутации // Информационные технологии. 2023. Т. 29. № 3. С. 115-125. doi
20224
- Article Beklaryan A., Beklaryan L. Existence of Bounded Soliton Solutions in the Problem of Longitudinal Oscillations of an Elastic Infinite Rod in a Field with a Nonlinear Potential of General Form / Пер. с рус. // Computational Mathematics and Mathematical Physics. 2022. Vol. 62. No. 6. P. 904-919. doi
- Article Beklaryan A., Бекларян Л. А., Akopov A. S. Implementation of the Deffuant Model Within the FLAME GPU Framework // Advances in Systems Science and Applications. 2022. Vol. 21. No. 4. P. 87-99. doi
- Article Akopov A. S., Beklaryan L. A., Beklaryan A. Multisector Bounded-Neighborhood Model: Agent Segregation and Optimization of Environment’s Characteristics / Пер. с рус. // Mathematical Models and Computer Simulations. 2022. Vol. 14. No. 3. P. 503-515. doi
- Article Бекларян А. Л., Бекларян Л. А. Вопрос существования ограниченных солитонных решений в задаче о продольных колебаниях упругого бесконечного стержня в поле с нелинейным потенциалом общего вида // Журнал вычислительной математики и математической физики. 2022. Т. 62. № 6. С. 933-950. doi
20217
- Chapter Beklaryan L. A., Beklaryan A. Existence of Bounded Soliton Solutions for a Finite Difference Analogue of the Wave Equation with a Nonlinear Potential of General Form, in: Optimization and Applications: 12th International Conference, OPTIMA 2021, Petrovac, Montenegro, September 27 – October 1, 2021, Proceedings. Switzerland : Springer, 2021. doi P. 165-175. doi
- Article Beklaryan L. A., Beklaryan A. Existence of Bounded Soliton Solutions in the Problem of Longitudinal Vibrations of an Infinite Elastic Rod in a Field with a Strongly Nonlinear Potential / Пер. с рус. // Computational Mathematics and Mathematical Physics. 2021. Vol. 61. No. 12. P. 1980-1994. doi
- Article Andranik S. Akopov, Beklaryan L. A., Armen L. Beklaryan. Simulation-Based Optimisation for Autonomous Transportation Systems Using a Parallel Real-Coded Genetic Algorithm with Scalable Nonuniform Mutation // Cybernetics and Information Technologies. 2021. Vol. 21. No. 3. P. 127-144. doi
- Article Бекларян Л. А., Бекларян А. Л. Вопрос существования ограниченных солитонных решений в задаче о продольных колебаниях упругого бесконечного стержня в поле с сильно нелинейным потенциалом // Журнал вычислительной математики и математической физики. 2021. Т. 61. № 12. С. 2024-2039. doi
- Article Акопов А. С., Бекларян Л. А., Бекларян А. Л., Белоусов Ф. А. Моделирование движения ансамбля наземных беспилотных транспортных средств с использованием FLAME GPU // Информационные технологии. 2021. Т. 27. № 7. С. 369-379. doi
- Article Акопов А. С., Бекларян Л. А., Бекларян А. Л. Мультисекторная модель ограниченного соседства: сегрегация агентов и оптимизация характеристик среды // Математическое моделирование. 2021. Т. 33. № 11. С. 95-114. doi
- Article Акопов А. С., Бекларян А. Л. Сценарное моделирование движения беспилотных транспортных средств в искусственной дорожной сети с использованием FLAME GPU // Искусственные общества. 2021. Т. 16. № 1. С. 1-23. doi
202010
- Article Akopov A. S., Beklaryan L. A., Beklaryan A. L. Cluster-Based Optimization of an Evacuation Process Using a Parallel Bi-Objective Real-Coded Genetic Algorithm // Cybernetics and Information Technologies. 2020. Vol. 20. No. 3. P. 45-63. doi
- Article Beklaryan L. A., Beklaryan A. Functional Differential Equations of Pointwise Type: Bifurcation / Пер. с рус. // Computational Mathematics and Mathematical Physics. 2020. Vol. 60. No. 8. P. 1249-1260. doi
- Article Beklaryan A. Numerical Methods for Constructing Solutions of Functional Differential Equations of Pointwise Type // Advances in Systems Science and Applications. 2020. Vol. 20. No. 2. P. 56-70. doi
- Article Beklaryan L. A., Beklaryan A. On the Existence of Periodic and Bounded Solutions for Functional Differential Equations of Pointwise Type with a Strongly Nonlinear Right-Hand Side // Lobachevskii Journal of Mathematics. 2020. Vol. 41. No. 11. P. 2136-2142. doi
- Article Акопов А. С., Бекларян А. Л. Кластеризация агентов в модели ограниченного соседства // Искусственные общества. 2020. Т. 15. № 3. С. 1-11. doi
- Article Акопов А. С., Бекларян Л. А., Хачатрян Н. К., Бекларян А. Л., Кузнецова Е. В. Многоагентная система управления наземными беспилотными транспортными средствами // Информационные технологии. 2020. Т. 26. № 6. С. 342-353. doi
- Chapter Бекларян А. Л. Нечеткая кластеризация в задаче управления беспилотными транспортными средствами // В кн.: Труды X-й Международной школы-семинара «Многомерный статистический анализ, эконометрика и моделирование реальных процессов» имени С.А. Айвазяна Ч. 1. М. : ЦЭМИ РАН, 2020. С. 27-28. doi
- Article Акопов А. С., Хачатрян Н. К., Бекларян Л. А., Бекларян А. Л. Система управления беспилотными транспортными средствами на основе нечеткой кластеризации. Часть 1. Модель движения транспортных средств // Вестник компьютерных и информационных технологий. 2020. Т. 17. № 9. С. 3-12. doi
- Article Акопов А. С., Хачатрян Н. К., Бекларян Л. А., Бекларян А. Л. Система управления беспилотными транспортными средствами на основе нечеткой кластеризации. Часть 2. Нечеткая кластеризация и программная реализация // Вестник компьютерных и информационных технологий. 2020. Т. 17. № 10. С. 21-29. doi
- Article Бекларян Л. А., Бекларян А. Л. Функционально-дифференциальные уравнения точечного типа. Бифуркация // Журнал вычислительной математики и математической физики. 2020. Т. 60. № 8. С. 1291-1303. doi
20193
- Chapter Beklaryan L. A., Beklaryan A., Gornov A. Solutions of Traveling Wave Type for Korteweg-de Vries-Type System with Polynomial Potential, in: Optimization and Applications 9th International Conference, OPTIMA 2018, Petrovac, Montenegro, October 1–5, 2018, Revised Selected Papers / Ed. by M. Jaćimović, M. Khachay, Y. Kochetov, V. Malkova, Ю. Г. Евтушенко, M. Posypkin. Springer, 2019. doi P. 291-305. doi
- Article Акопов А. С., Бекларян А. Л., Thakur M., Dev Verma B. Разработка параллельных генетических алгоритмов вещественного кодирования для систем поддержки принятия решений социально-экономического и экологического планирования // Бизнес-информатика. 2019. Т. 13. № 1. С. 33-44. doi
- Article Акопов А. С., Бекларян А. Л., Сагателян А. К., Саакян Л. В., Беляева О. А., Тепяносян Г. О. Система поддержки принятия решений для рационального озеленения города на примере г. Ереван, Республика Армения // Программная инженерия. 2019. Т. 10. № 2. С. 87-96. doi
20185
- Article Beklaryan L. A., Beklaryan A. On the existence of soliton solutions for systems with a polynomial potential and their numerical realization // Journal of machine learning and data analysis. 2018. Vol. 4. No. 4. P. 220-234. doi
- Chapter Beklaryan A., Beklaryan L. On the existence of soliton solutions for systems with a polynomial potential and their numerical realization, in: Тезисы докладов 12-й Международной конференции Интеллектуализация обработки информации. М. : Торус Пресс, 2018. P. 80-81. doi
- Chapter Beklaryan A., Beklaryan L., Gornov A. Solutions of Traveling Wave Type for Korteweg-de Vries-Type System with Polynomial Potential, in: Book of abstracts of the IX International Conference on Optimization Methods and Applications (OPTIMA-2018), Petrovac, Montenegro, October 1-5, 2018. M. : , 2018. P. 41-41.
- Article Бекларян А. Л., Акопов А. С. Имитационная модель оптимального распределения потока кредитных заявок для межрегионального центра андеррайтинга коммерческого банка // Вестник компьютерных и информационных технологий. 2018. № 11 (173). С. 46-56. doi
- Article Акопов А. С., Бекларян А. Л., Хачатрян Н. К., Фомин А. В. Разработка адаптивного генетического оптимизационного алгоритма с использованием методов агентного моделирования // Информационные технологии. 2018. Т. 24. № 5. С. 321-329. doi
20175
- Article Beklaryan A., Beklaryan L. A. Solvability Problems for a Linear Homogeneous Functional-Differential Equation of the Pointwise Type / Пер. с рус. // Differential Equations. 2017. Vol. 53. No. 2. P. 145-156. doi
- Chapter Beklaryan A., Beklaryan L. A. Traveling Waves and Functional Differential Equations of Pointwise Type. What Is Common?, in: Proceedings of the VIII International Conference on Optimization and Applications (OPTIMA-2017), Petrovac, Montenegro, October 2-7, 2017. / Ed. by Y. G. Evtushenko, M. Y. Khachay, O. V. Khamisov, Y. A. Kochetov, V. U. Malkova, M. A. Posypkin. , 2017. P. 81-87.
- Article Бекларян А. Л., Бекларян Л. А. Вопросы разрешимости линейного однородного функционально-дифференциального уравнения точечного типа // Дифференциальные уравнения. 2017. Т. 53. № 2. С. 148-159. doi
- Chapter Бекларян А. Л., Акопов А. С. К вопросу об алгоритмах кластеризации толпы в условиях чрезвычайных ситуаций // В кн.: XVII Апрельская международная научная конференция по проблемам развития экономики и общества: в 4 кн. / Отв. ред.: Е. Г. Ясин. Кн. 4. М. : Издательский дом НИУ ВШЭ, 2017. С. 463-475.
- Article Акопов А. С., Бекларян А. Л., Фомин А. В., Хачатрян Н. К. Система прогнозирования динамики добычи нефти с использованием имитационного моделирования // Информационные технологии. 2017. Т. 23. № 6. С. 431-436.
20167
- Chapter Beklaryan L., Akopov Andranik, Beklaryan Armen, Saghatelyan A. Agent-based simulation modeling for regional ecological-economic systems. A case study of the Republic of Armenia, in: Тезисы докладов 11-й конференции Интеллектуализация обработки информации. М. : Торус Пресс, 2016. P. 189-189.
- Article Akopov A. S., Beklaryan A., Beklaryan L. A., Saghatelyan A. K. Agent-based simulation modelling for regional ecological-economic systems. A case study of the Republic of Armenia // Journal of machine learning and data analysis. 2016. Vol. 2. No. 1. P. 104-115. doi
- Article Akopov A. S., Beklaryan A., Saghatelyan A. K., Sahakyan L. V. Control system for ecological modernization of enterprises (on the example of the Republic of Armenia) // Business Informatics. 2016. No. 2(36). P. 71-78. doi
- Chapter Beklaryan A., Akopov A. S. Simulation of Agent-rescuer Behaviour in Emergency Based on Modified Fuzzy Clustering, in: AAMAS'16: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems. Richland : International Foundation for Autonomous Agents and Multiagent Systems, 2016. P. 1275-1276.
- Chapter Бекларян А. Л., Акопов А. С. Агентная модель поведения толпы при чрезвычайных ситуациях // В кн.: XVI Апрельская международная научная конференция по проблемам развития экономики и общества: в 4 кн. / Отв. ред.: Е. Г. Ясин. Кн. 4. М. : Издательский дом НИУ ВШЭ, 2016. С. 665-681.
- Article Акопов А. С., Бекларян А. Л., Бекларян Л. А., Сагателян А. К. Моделирование региональной эколого-экономической системы с механизмом государственного регулирования на примере Республики Армения // Экономическая наука современной России. 2016. Т. 72. № 1. С. 109-119.
- Article Бекларян А. Л., Белоусов Ф. А., Зароднюк Т. С., Аникин А. С., Финкельштейн Е. А. Технология решения краевых задач для нелинейных систем функционально-дифференциальных уравнений точечного типа // Современные технологии. Системный анализ. Моделирование. 2016. Т. 49. № 1. С. 19-26.
20156
- Chapter Beklaryan A. L., Belousov F.A., Zarodnyuk T. S., Finkelshtein E. A. The technology for solving the boundary value problems for systems of functional-differential equations of point type, in: VI International Conference on Optimization Methods and Applications "Optimization and applications" (OPTIMA-2015), Petrovac, Montenegro, September 2015. M. : -, 2015. P. 189-190.
- Article Бекларян Л. А., Бекларян А. Л., Белоусов Ф. А. Задача управления граничными условиями в вариационной задаче с отклонениями аргумента // Вестник Тамбовского университета. Серия: Естественные и технические науки. 2015. Т. 20. № 6. С. 1736-1747.
- Article Бекларян А. Л. Имитационная модель поведения толпы в среде разработки AnyLogic // Вестник Бурятского государственного университета. 2015. № 9. С. 40-53.
- Chapter Акопов А. С., Бекларян А. Л. Многокритериальная оптимизация эколого-экономической системы: на примере Республики Армения // В кн.: Устойчивость и процессы управления: Материалы III международной конференции (Санкт-Петербург, 5-9 октября 2015 г.) / Под общ. ред.: А. П. Жабко, Л. А. Петросян. СПб. : Издательский дом Федоровой Г.В., 2015. С. 401-403.
- Article Бекларян А. Л., Акопов А. С. Моделирование поведения толпы на основе интеллектуальной динамики взаимодействующих агентов // Бизнес-информатика. 2015. № 1(31). С. 69-77.
- Article Бекларян А. Л. Фронт выхода в модели поведения толпы при чрезвычайных ситуациях // Вестник Тамбовского университета. Серия: Естественные и технические науки. 2015. Т. 20. № 4. С. 851-856.
20143
- Article A. L. Beklaryan. On the Existence of Solutions of the First Boundary-Value Problem for Elliptic Systems of High Order in Unbounded Domains / Пер. с рус. // Mathematical notes. 2014. Vol. 96. No. 2. P. 290-293. doi
- Article А. Л. Бекларян О существовании решений первой краевой задачи для эллиптических систем высокого порядка в неограниченных областях // Математические заметки. 2014. Т. 96. № 2. С. 310-313.
- Article А. С. Акопов, Бекларян Л. А., А. Л. Бекларян, Сагателян А. К. Укрупненная модель эколого-экономической системы на примере Республики Армения // Компьютерные исследования и моделирование. 2014. Т. 6. № 4. С. 621-631.
20131
Article Armen L. Beklaryan. On the existence of solutions of the first boundary value problem for elliptic equations on unbounded domains // International Journal of Pure and Applied Mathematics. 2013. Vol. 88. No. 4. P. 499-522. doi
20122
- Chapter Armen Beklaryan. Existence theorems for elliptic equations in unbounded domains, in: III International Conference on Optimization Methods and Application (OPTIMA-2012), Costa da Caparica, Portugal, september 2012. M. : -, 2012. P. 47-50.
- Article A. L. Beklaryan. On the Existence of Solutions of the First Boundary Value Problem for Elliptic Equations on Unbounded Domains // Russian Journal of Mathematical Physics. 2012. Vol. 19. No. 4. P. 509-510. doi
20112
- Chapter A.L.Beklaryan. The first boundary value problem for the Laplace equation in unbounded domains, in: II International Conference Optimization and Application (OPTIMA-2011). M. : -, 2011. P. 35-35.
- Chapter Бекларян А.Л. Первая краевая задача для уравнения Лапласа в неограниченных областях // В кн.: Dynamic Systems, Nonlinear Analysis and Application, Materials of the international conference. Yerevan, 2011. М. : ЦЭМИ РАН, 2011. С. 37-39.
Conferences
- 2023Numerical Computations: Theory and Algorithms (Calabria). Presentation: Optimal Control for Stochastic Multi-agent Systems with the Use of Parallel Hybrid Genetic Algorithms
- 2021International Conference on Dynamical Systems, Second Session (Шанхай). Presentation: Determinism, chaos and invariants in dynamical systems
XII International Conference Optimization and Applications (OPTIMA-2021) (Петровац). Presentation: Existence of bounded soliton solutions for a finite difference analogue of the wave equation with a nonlinear potential of general form
- 2020
Многомерный статистический анализ, эконометрика и моделирование реальных процессов (Цахкадзор). Presentation: Нечеткая кластеризация в задаче управления беспилотными транспортными средствами
- Quasilinear Equations, Inverse Problems and Their Applications (QIPA 2020) (Москва). Presentation: On the existence of periodic and bounded soliton solutions for systems with strongly nonlinear potentials
- 2019Topological methods in dynamics and related topics (Нижний Новгород). Presentation: Periodic and bounded solutions, and bifurcations of functional-differential equations of pointwise type
- International scientific conference "Infinite-dimensional analysis and mathematical physics" (Москва). Presentation: Traveling waves and functional differential equations of pointwise type
- X International Conference Optimization and Applications (OPTIMA-2019) (Петровац). Presentation: Functional-differential equations of pointwise type. Periodic and bounded solutions, bifurcation. Solitons
- 2018
IX International Conference Optimization and Applications (OPTIMA-2018) (Петровац). Presentation: Solutions of the traveling wave type for Korteweg-de Vries-type system with polynomial potential
Intelligent Data Processing: Theory and Applications, IDP-2018 (Гаэта). Presentation: On the existence of soliton solutions for systems with a polynomial potential and their numerical realization
- The fourth international conference "Quasilinear Equations, Inverse Problems and their Applications" (Долгопрудный). Presentation: Systems with polynomial potential. Existence of bounded and periodic soliton solutions. Numerical realization of soliton solutions
- International Conference "Optimal Control and Differential Games" dedicated to the 110th anniversary of L. S. Pontryagin (Москва). Presentation: A new approach to the issue of the existence of periodic and bounded solutions for functional differential equations of pointwise type and their numerical realization
- 2017
XVIII Апрельская международная научная конференция по проблемам развития экономики и общества (Москва). Presentation: Разработка имитационной модели оптимального распределения кредитных заявок на примере ПАО Сбербанк
VIII International Conference on Optimization and Applications (OPTIMA-2017) (Петровац). Presentation: Traveling Waves and Functional Differential Equations of Pointwise Type. What Is Common?
- 2016
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016) (Сингапур). Presentation: Simulation of Agent-rescuer Behaviour in Emergency Based on Modified Fuzzy Clustering
XVII Апрельская международная научная конференция «Модернизация экономики и общества» (Москва). Presentation: К вопросу об алгоритмах кластеризации толпы в условиях чрезвычайных ситуаций
- 2015XVI Апрельская международная научная конференция «Модернизация экономики и общества» (Москва). Presentation: Агентная модель поведения толпы при чрезвычайных ситуациях
- III международная научная конференция «Устойчивость и процессы управления» (Санкт-Петербург). Presentation: Multi-objective optimization of ecological-economic systems. A case study of the Republic of Armenia
- Международная конференция "Колмогоровские чтения – VII. Общие проблемы управления и их приложения (ОПУ-2015)", посвященная памяти Александра Ивановича Булгакова (Тамбов). Presentation: Фронт выхода в модели поведения толпы при чрезвычайных ситуациях
- 2013Numerical Computations: Theory and Algorithms 2013 (Фалерна). Presentation: Optimal Control for Stochastic Multi-agent Systems with the Use of Parallel Hybrid Genetic Algorithms
- Numerical Computations: Theory and Algorithms 2013 (Фалерна). Presentation: Optimal Control for Stochastic Multi-agent Systems with the Use of Parallel Hybrid Genetic Algorithms
- 2012
The 3rd International Conference "Optimization and Applications (OPTIMA-2012)" (Costa da Caparica). Presentation: Existence theorems for elliptic equations in unbounded domains
- 2011
The 2nd International Conference "Optimization and Applications (OPTIMA-2011)" (Петровац). Presentation: The first boundary value problem for the Laplace equation in unbounded domains
Dynamic Systems, Nonlinear Analysis and Application (Ереван). Presentation: The first boundary value problem for the Laplace equation in unbounded domains
Grants
- RFBR Grant 15-37-20265 "Methods and algorithms for the research of first boundary value and optimization problems for the systems described by functional differential equations of pointwise type"
- RFBR Grant 15-51-05011 "Development of models and software complexes for the optimum control of the agents’ dynamics of ecological-economics system of the Republic of Armenia"
- RFBR Grant 16-01-00110 "Traveling and quasitraveling waves in complex dynamic systems"
- RFBR Grant 16-36-00338 "Simulation of social processes: study of conditions of populations' extinction due to intrapopulation causes and spread of distrust in society on the basis of agent-based paradigm"
- RSF Grant 17-71-10116 "Creation of an evolutionary algorithm for fuzzy clustering and a description of the effect of turbulence for an agent-based model of crowd behavior in an emergency situation, taking into account multiparticle interaction of agents"
- RFBR Grant 18-51-05004 "Development of Models Methods and Software Complexes for Supporting Sustainable Development of Ecological-Economics System of City on Example of Yerevan, Republic of Armenia"
- RFBR Grant 18-51-45001 "Development of decision support systems integrating parallel adaptive heuristic algorithms for large-scale multi-objective optimization problems for socio-economic and environmental planning"
- RFBR Grant 19-01-00147 "Traveling waves in continuous systems with strongly non-linear potentials"
- RFBR Grant 19-29-06003 "Developing the intelligent system for control of unmanned ground vehicles with use of agent-based methods, fuzzy clustering and genetic algorithms"
- RFBR Grant 20-01-00002 "Developing behaviour models of agent-inidividuals with complex relations: methods of agent clustering and optimisation of environment characteristics"
- RSF Grant 23-11-00080 "Evolutionary modelling of intelligent transportation systems in a smart city: individual decision-making, agent clustering and optimisation of environmental characteristics"
Implementation experience
- Modeling the value of a Financial Corporation
Integrated cost management based on a dynamic model
- VIOC activity modeling
Assessment of the investments' effect based on a long-term model. Consolidation of financial and material flows of the Holding. Portfolio optimization under competitive constraints
- Modeling of logistics of transport flows
Optimization of the distribution of raw materials in the supply directions through pipeline systems. Optimization of pumping of petroleum products
- Product lifecycle modeling for a trading company
Working capital management. Minimizing costs
- Assessment of operational, market and currency risks of the Enterprise
Modeling the impact of risk effects on KPIs
- Modeling of sales points
Assessment of the economic effect of opening a sales point. Optimization of sales point management parameters
- Modeling of technological modes
Selection of optimal technological modes depending on the dynamics of raw materials supply. Assessment of investments in the reconstruction of the refinery
Employment history
- Lead Engineer, HUAWEI (2019 to present)
- Senior Researcher, Laboratory of Social Modeling, CEMI RAS (2018 to present)
- LLC "GENKEY-TELEKOM", Software Engineer, Research and Training Center (2011 to 2018)
- LLC Analytical Center "CEMI-GENKEY", Deputy Director-General (2012 to 2018)
ExEd experience
I have extensive teaching experience in CPE (Continuing Professional Education) programs, including PRP (Professional Retraining Program), PDP (Professional Development Program), MBA, E-MBA, DBA, GMP, as well as CT (Corporate Training) programs:
- Company Management and Data-Based HR Management (CT, MTS)
- CFO Academy: Technology and Analytics (CT, Gazprom Neft)
- Digital Economy: Challenges and Opportunities (CT, Letovo Leadership School)
- Digitalization and Technical Means of Ensuring Educational and Information Processes (GSB Personnel Accelerator)
- Digital Technologies and Foresight of the Future (GMP)
- How Modern Technologies Make It Possible to Move to Ecosystems (GMP)
- Artificial Intelligence in the service of strategy (GMP)
- Business Intelligence Tools (PP, fully developed program)
- Practical Application of Data Mining (PP and MBA)
- Building and Using a Data Warehouse (PP and MBA)
- Corporate Data Management Strategy (MBA)
- Machine Learning and Artificial Intelligence Technologies (MBA)
- Business Analytics and Big Data Management (MBA)
- Big Data and Instrumental Methods of Digital Economy (MBA)
Research projects
- Federal service for supervision in the sphere of science and education. Development of the system of forecasting of key metrics of scientific and education sector of the Russian Federation. Technologies: PowerSim Studio, IBM Cognos BI.
- The Ministry of education and science of the Russian Federation. Development of the system of data storage and processing of scientific and educational institutions of the Russian Federation. Technologies: MS SQL Server, PHP, OLAP.
- The non-state pension fund "BLAGOSOSTOYANIE". Development of the information system to simulate the operations of the Fund for the medium and long term. Technologies: MS SQL Server, PowerSim Studio.
- Sberbank. Development of the tasks distribution module for Interregional Underwriting Center. Technologies: Oracle, AnyLogic.
- Rosneft Oil Company. Investment automation system. Technologies: Oracle, AnyLogic, PowerSim.
Certificates
- IBM certificate for the course “AIX Jumpstart for UNIX Professionals”
- IBM certificate for the course “Learning Mathematical Programming for IBM ILOG CPLEX Optimization Studio”
- IBM certificate for the course “Model Development with IBM ILOG CPLEX Optimization Studio”
- NRU HSE certificate for the course "Bases of organization and conducting of training courses in system LMS eFront"
- NRU HSE certificate for the course "Presentation of information and data. Creating presentations"
- NRU HSE certificate for the course "Simulation modeling and its business applications in the IDE AnyLogic"
- Global Knowledge certificate for the course "Essentials for IBM Cognos BI (v10.2.2)"
- NRU HSE certificate for the course "Modern machine learning and methods of teaching data analysis"
- NRU HSE certificate for the course "Presentation of information and data. Creating presentations"
- HUAWEI certificate for the course "Huawei Certified ICT Associate Artificial Intelligence (HCIA-AI) V3.0"
- HUAWEI certificate for the course "Huawei Certified Academy Instructor (HCAI)"
- NRU HSE certificate for the advanced training program "Information technology for digital business transformation"
- Sberbank Corporate University certificate for the advanced training program "Summer digital school. Track "Data Science"
Membership
Member of Huawei Academy (HUAWEI Academy)
Member of International Institute of Business Analysis (IIBA)
Member of Global Association of Risk Professionals (GARP)
HSE University’s Joint Master’s Programme with Skoltech Named Best Educational Initiative at Data Fusion Awards 2023
VTB, CNews, and Skolkovo have announced the winners of the Data Fusion Awards 2023, a nationwide cross-industry award in the sphere of big data technology. The awards recognise the top projects in the public sector, business, and education. The English-taught Master’s programme Math of Machine Learning, implemented jointly by HSE University’s Faculty of Computer Science and the Skolkovo Institute of Science and Technology, was named the educational initiative of the year. Second place in this category was awarded to the Graduate School of Business’s Master’s programme Business Analytics and Big Data Systems.