Tag: logistics

Application of demand forecasting models in inventory management

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. Application of demand forecasting models in inventory management//Science online: International Scientific e-zine - 2025. - №3. - https://nauka-online.com/en/publications/economy/2025/3/08-20/

Annotation: The study focuses on improving inventory management efficiency through accurate demand forecasting. It provides an overview of key statistical methods (ARIMA, exponential smoothing) and modern machine learning techniques (decision trees, neural networks), along with their hybrid versions. The impact of forecast accuracy on critical logistics aspects—inventory levels, safety stock, turnover rates, and shortage risks—is examined. Successful implementation practices in leading companies are analyzed, highlighting the economic benefits achieved. The author's contribution includes recommendations on selecting and adapting models to the specifics of logistics processes, as well as proposals for integrating demand forecasting with other elements of supply chain management.

Actuality of activity of transport and forwarding enterprises and outsourcing of logistics services

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. Actuality of activity of transport and forwarding enterprises and outsourcing of logistics services//Science online: International Scientific e-zine - 2021. - №12. - https://nauka-online.com/en/publications/economy/2021/12/02-5/

Annotation: The freight forwarder's participation in the cargo transportation process allows its customers to give up unnecessary services and focus on the company's core competencies. In the general definition, there is no term "forwarder" or identical legal regulation of responsibilities and functions; therefore, the problems of unification of the international process of trade are faced. This reduces the efficiency of activities and causes additional problems in the field of international trade. In the future, the role of the freight forwarder in the supply chain will grow, and customers will require the full package of logistics services. Therefore, special attention should be paid to stimulating investment in the services of a new freight forwarder

Mechanism of the logistic system of domestic enterprises

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. Mechanism of the logistic system of domestic enterprises//Science online: International Scientific e-zine - 2018. - №12. - https://nauka-online.com/en/publications/economy/2018/12/mehanizm-logisticheskoj-sistemy-otechestvennyh-predpriyatij/

Annotation: The article deals with the basic principles of the formation of the organizational and economic mechanism of the logistics system for the domestic enterprise.

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