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Agent-Based Simulation for Supporting Introductory Courses in Logistics and Supply Chain Management
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In this paper, we describe the concept and the implementation of an agent-based supply chain simulation
model designed as a teaching aid to support introductory classes in supply chain management. The
model helps students to understand the key cost and service level trade-offs in inventory policy design
and supplier selection. The model is implemented using Anylogistix software.
In book
Aachen: CEUR Workshop Proceedings, 2022.
Lukinskiy V., Vladislav Lukinskiy, Bazhina D. et al., , in: Reliability and Statistics in Transportation and Communication: Ecosystems for Smart Connectivity and Intelligent Mobility. Selected Papers from the 25th International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat-2025, October 16–18, 2025, Riga, LatviaIssue 1822.: Switzerland: Springer Publishing Company, 2026. P. 327–337.
To enhance the efficiency of supply chain management, it is essen tial to reduce safety stock levels without compromising product availability. To achieve this objective, it was proposed to evaluate effectiveness of managerial decisions based on fill rate calculations. Fill rate is a common measure of the cus tomer service performance of inventory and is ...
Added: May 25, 2026
Dybskaya V., Sergeyev V., Логистика 2025 № 4 С. 16–22
The content of the blockchain concept (technology) in relation to supply chain management and logistics is disclosed. The evolution of blockchain technology is shown: advanced blockchain, complex and advanced solutions using blockchain. The main areas of application and characteristics of the problems of the blockchain application in the USP are considered. The key risks and ...
Added: April 29, 2026
Dybskaya V., Sergeyev V., РИСК: Ресурсы, информация, снабжение, конкуренция 2025 № 2 С. 11–17
The origins and importance of supply chain management (SCM) in the modern economy are analyzed. It is shown that the USP is a continuation and development of the concept of integrated business logistics. The evolution of logistics from the 1960s to the 2000s is presented. The main functionality of the ADC for business organizations is ...
Added: April 28, 2026
Jin S., Panfilov P., Сулейкин А. С., Труды Института системного программирования РАН 2025 Т. 37 № 6 С. 163–176
In the modern restaurant business, accurate mapping of product nomenclatures between restaurants and suppliers is a critical task. Effective inventory management and procurement optimization directly impact business profitability. With the increase in suppliers and product variety, traditional mapping methods become less efficient. This study proposes using large language models (LLM) to automate and improve the ...
Added: April 17, 2026
M.: Max press, 2025.
The book contains full papers in Russian, short papers and poster abstracts included in the agenda of the International Conference “Russian Supercomputing Days”. ...
Added: September 12, 2025
Lukinskiy V., Vladislav Lukinskiy, Sadykova G. et al., , in: Reliability and Statistics in Transportation and Communication: Human Sustainability and Resilience in the Digital Age. Selected Papers from the 24th International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat-2024, Riga, Latvia, September 25-28, 2024Issue 1337.: Switzerland: Springer Publishing Company, 2025. P. 388–398.
Assessing the accuracy of the logistics cycle is one of the most important areas of research in logistics and supply chain management. Currently, asymmetrical distributions of the operations execution time and, accordingly, the entire logistics cycle are becoming increasingly widespread. The paper proposes an analytical model and an algorithm for assessing the probability of completing ...
Added: September 1, 2025
Springer, 2025.
This book highlights the major features of the ripple effect and introduces methodologies to mitigate its adverse impact on supply chain resilience and to recover from severe disruptions. It brings fresh insights into the fields of supply chain management and engineering, addressing three fundamental questions: “In what circumstance does one failure trigger others?” “Which supply ...
Added: May 15, 2025
Elyashevich I., Чичин Г. Г., Макаров Е. И., Научные исследования и разработки. Экономика фирмы 2025 Т. 14 № 1 С. 91–102
The article is devoted to the issues of the influence of provision of logistics companies with operational resources on their competitiveness. The influence of geopolitical factors on the provision of logistics companies with operational resources is shown. Conclusions are made about the need to integrate global experience and adapt best practices to improve the competitiveness ...
Added: April 10, 2025
Rozhkov M., Alyamovskaya N., Zakhodiakin G., International Journal of Production Research 2025 Vol. 63 No. 18 P. 6630–6647
This article investigates the application of reinforcement learning (RL) methods to optimise a four-echelon linear supply chain model with stochastic demand. The proposed supply chain configuration is largely based on the production-distribution supply chain of the MIT Supply Chain Beer Game. We show that RL can significantly improve ordering efficiency and overall supply chain performance. ...
Added: March 24, 2025
Liudmila Veselova, Bahuguna P. C., Singh A., , in: Sustainable Supply Chains and Digital TransformationIssue 1.: CRC Press, 2025. Ch. 10 P. 175–192.
This book focuses on the impact of digitalization on supply chains and how it is affecting every aspect of people’s lives. It covers the operational changes that are happening in organizations due to the use of technologies such as IoT, cloud computing, smart sensors, electric vehicles, blockchain, AI, drones, smart factories, smart logistics, and smart ...
Added: March 24, 2025
Sergeyev V., Rozhkov M., Levina T., В кн.: Управление цепями поставок в цифровой экономике: учебник для ВУЗов.: Юрайт, 2024. Гл. 10 С. 755–831.
В курсе системно изложены теоретические, методические и практические аспекты управления цепями поставок (УЦП) в цифровой экономике. Приведен основной понятийный аппарат, исследованы методология и научная база УЦП. Рассмотрены основные проблемы построения эффективных цепей поставок: планирование, дизайн, контроллинг, моделирование, проблемы надежности и устойчивости цепей поставок, межорганизационная координация и интеграция контрагентов, интегрированные технологии управления запасами и рисками, методология ...
Added: January 25, 2025
Stroganova T., Mangutova N., Savelyonok E. et al., М.: МАКС Пресс, 2025.
The collection includes reports by participants and speakers of the II Scientific and Practical Conference with international participation “Innovation and Entrepreneurship: Theory and Practice” – 2024 of the HSE School of Innovation and Entrepreneurship, articles by teachers, students, graduates and partners of the School, including cases of Russian innovative companies and projects. Among the topics ...
Added: January 15, 2025
Петрова-Вербицкая Ю. Е., Filonovich S. R., Фуколова Ю. В. et al., М.: Издательский дом НИУ ВШЭ, 2023.
Настоящий дайджест - пятый в серии регулярных тематических выпускоы высшей школы бизнеса НИУ ВШЭ "Новое в менеджменте". Сборник представляет собой обзор главных мировых тенденций в менеджменте, которые будут развиваться в 2024 году. Авторы проанализирвали несколько сотен аналитических отчетов международных консалтинговых компаний, докладов государственных регулирующих органов, статистических опросов, а также публикаций в крупнейших зарубежных деловых и управленческих ...
Added: February 20, 2024
Strimovskaya A., Barykin S., Volkova E. et al., IFAC-PapersOnLine 2023 Vol. 56 No. 2 P. 1809–1814
Modern tendencies of rapid economic growth, demand-driven market, highly uncertain economic environment with various disruption sources simultaneously with targets for sustainable development explains the increased interest to advanced solutions in supply chain management. The research paper presents a multi-level efficiency control model presenting analytical sequences and integral method of factor analysis for logistics performance indicators ...
Added: January 17, 2024
Pizzichini L., Temperini V., Caboni F. et al., International Journal of Physical Distribution and Logistics Management 2023 Vol. 53 No. 5/6 P. 589–611
Purpose
This paper aims to contribute to overcoming the gap existing in the supply chain literature related to digital servitization by bridging digital servitization with knowledge management and identifying the rise of digital knowledge servitization as a driver for changes in the supply chain business model towards open innovation.
Design/methodology/approach
The study follows an inductive grounded theory approach ...
Added: September 8, 2023
Karminsky A. M., Nikolay Voytov, Procedia Computer Science 2022 Vol. 199 P. 572–579
In the article the notion of an “ecosystem” and its taxonomy are examined as well as an eventual development of the so-called platform ecosystems. Based on heuristics methodology, a formalized model of an ecosystem is built and put into simulation, its results then compared to the status of Russia’s platform ecosystems. ...
Added: June 14, 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
Brodetskiy G., Gerami V., Shidlovskii I., Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences 2024 Vol. 51 No. 2
The purpose of this article is to analyse the optimisation strategy of inventory management, considering the possibility of deferred payments, delays in receiving revenue and vehicle capacity restrictions. The study is based on the modification development for the multiproduct EOQ-model that acknowledges the following factors: 1) the time value of money; 2) the possibility of ...
Added: March 18, 2023
Wenzheng L., Tappaskhanova M. A., Nikiporets-Takigawa G., Helix 2020 Vol. 10 No. 5 P. 230–235
Blockchain technology is a fundamental discovery that plays an indispensable part in today's professional world. this technology has even entered many industries and businesses these days. Even the health sector has not been spared from this trend. Blockchain is slowly preparing to enter the medical industry. Over the past five years, global technology giants such ...
Added: October 30, 2022
Lyasnikovi N., Smirnova E. A., Nikiporets-Takigawa G. et al., IIOAB Journal 2020 Vol. 11 No. S3 P. 1–7
One of the tasks of the supply chain management in the digital economy is a harmonious combination of the digital and physical worlds, which, in particular, implies the efficient use of a wide range of digital technologies, the blockchain technology being one of them. The article is aimed at studying the essence of blockchain technology, ...
Added: October 30, 2022
Lychkina N. N., , in: Developments in Information & Knowledge Management for Business ApplicationsVol. 3.: Springer, Cham, 2022. Ch. 20 P. 619–647.
In this research, the author explores the approaches to simulation of supply chains’ strategic development specifically focusing on formation of cooperation strategies between supply chain partners. The objective of this paper is to suggest a conceptual scheme and stratification approaches that enable creation of a model reflecting polysystemic representation of the supply chain. The following ...
Added: March 18, 2022
Rozhkov M., International Journal of Integrated Supply Management 2022 Vol. 15 No. 2 P. 184–205
This article covers the influence of supply chain structure and operations on supply chain resilience in general and the ripple effect specifically. We compare different resilience mitigation policies via an agent-based simulation model and show that in the presence of product perishability, the alternative sourcing policy has superior performance compared to inventory buffer creation or ...
Added: March 14, 2022