An Algorithmic Framework for Enhanced Resource Allocation in Global Supply Chains
Keywords:
resource allocation, global supply chains, algorithmic framework, data analytics, machine learning, operational efficiency, cost reductionAbstract
This study addresses the pressing issue of resource allocation inefficiencies within global supply chains, a challenge exacerbated by recent disruptions and increasing market volatility. We propose an innovative algorithmic framework that integrates advanced data analytics and machine learning techniques to optimize resource distribution processes. Through a series of empirical simulations and case studies, we validate our model against traditional allocation methods, demonstrating significant improvements in efficiency and cost reduction. The insights garnered from this research not only contribute to the theoretical landscape of supply chain management but also provide actionable strategies for practitioners aiming to enhance resilience and responsiveness in their operations.
References
Прокопенко, Ж. В. (2012). Суб’єкти внутрішнього контролю в страхових компаніях. Проблеми теорії та методології бухгалтерського обліку, контролю і аналізу, (2 (23)), 290-296.
Грицишен, Д., Прокопенко, Ж., Кочин, Т., & Опанасюк, А. (2020). РОЗВИТОК АУДИТУ ЯК ІНСТРУМЕНТУ ПРОТИДІЇ ФАЛЬСИФІКАЦІЯМ. Літопис Волині, (22), 93-103.
Грицишен, Д. О., Прокопенко, Ж. В., Савіцький, В. В., & Опанасюк, А. А. (2020). Оцінка економічних ресурсів у господарській діяльності аудиторських фірм як субєктів виявлення економічних злочинів.
Sipos, D. Conversational Artificial Intelligence in Retail: From Customer Support to Behavioral Influence.
Guliyev, M., & Huseynova, K. (2021). Transformative impacts of globalization on the economy of South Caucasus and Central Asia. Available at SSRN 3770087.
Sh, G. S. (2018). Education is set as one of the main targets for the development of the Republic of Azerbaijan. European journal of education and applied psychology, (2), 31-32.
Huseynova, K. (2014). Marketing policy in the context of integrating it into World Economy. The Business & Management Review, 5(3), 65.
Huseynova, K. (2014). Regional strategic planning: basic approaches and conditions of realization. The Business & Management Review, 5(1), 403.
Huseynova, K. (2013). CONTEMPORARY INFORMATION TECHNOLOGY IN EDUCATION. In EDULEARN13 Proceedings (pp. 4835-4840). IATED.
Рагимов, Э. Р. О. (2010). Механизм верификации безопасности программных средств, функционирующих в системе защиты информации корпоративных сетей. Вопросы защиты информации, (4), 37-40.
