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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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Modeling Perishability in MIT Beer Game Business Simulator

P. 1882–1886.
Rozhkov M., Alyamovskaya N., Levina T.

COVID-19 pandemic showed that customers tend to create an excessive inventory, and these demand shocks caused by disruptions or disruption anticipation destabilize the supply chains. The consequences of such demand shocks are hard to predict and model. We present a modified version of the MIT Beer Game which includes product perishability constraints. The model is implemented in Python 3 and uses a client-server architecture and the internet or a local server for players’ interaction. The increased complexity of the game dynamics affects the players’ behavior. The work is aimed at identifying the specifics of supply chain actors’ decisions under constraints of the limited shelf life of a product. The main hypothesis is as follows: when the number of uncertainty factors in the supply chain operation increases, the ability of the supply chain links (players) to implement an effective algorithm for an order and shipment planning decreases. Additional operational measures can help to allocate risks in a more equal way within the supply chain.

Language: English
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Keywords: perishable productsMIT Beer Gamebusiness simulatorMIT Beer Gameпродукция с ограниченным сроком годностибизнес-симулятор

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10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022
Vol. 55. Issue 10: 10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022. , Elsevier, 2022.
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