A review on reinforcement learning algorithms and applications in supply chain management

B Rolf, I Jackson, M Müller, S Lang… - … Journal of Production …, 2023 - Taylor & Francis
Decision-making in supply chains is challenged by high complexity, a combination of
continuous and discrete processes, integrated and interdependent operations, dynamics …

Global value chains

P Antràs, D Chor - Handbook of international economics, 2022 - Elsevier
This paper surveys the recent body of work in economics on the importance of global value
chains (GVCs) in sha** international trade flows and production patterns. On the empirical …

Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions

K Nikolopoulos, S Punia, A Schäfers… - European journal of …, 2021 - Elsevier
Policymakers during COVID-19 operate in uncharted territory and must make tough
decisions. Operational Research–the ubiquitous 'science of better'–plays a vital role in …

Adapting supply chain operations in anticipation of and during the COVID-19 pandemic

M Rozhkov, D Ivanov, J Blackhurst, A Nair - Omega, 2022 - Elsevier
This article investigates the impacts of the COVID-19 pandemic and their proactive
mediation by adaptive operational decisions in different network design structures in …

Ripple effect in the supply chain network: Forward and backward disruption propagation, network health and firm vulnerability

Y Li, K Chen, S Collignon, D Ivanov - European Journal of Operational …, 2021 - Elsevier
A local disruption can propagate to forward and downward through the material flow and
eventually influence the entire supply chain network (SCN). This phenomenon of ripple …

Food waste management during the COVID-19 outbreak: a holistic climate, economic and nutritional approach

R Aldaco, D Hoehn, J Laso, M Margallo… - Science of the Total …, 2020 - Elsevier
Improving the food supply chain efficiency has been identified as an essential means to
enhance food security, while reducing pressure on natural resources. Adequate food loss …

Does the ripple effect influence the bullwhip effect? An integrated analysis of structural and operational dynamics in the supply chain

A Dolgui, D Ivanov, M Rozhkov - International Journal of …, 2020 - Taylor & Francis
The ripple effect refers to structural dynamics and describes a downstream propagation of
the downscaling in demand fulfilment in the supply chain (SC) as a result of a severe …

Industrial data ecosystems and data spaces

F Möller, I Jussen, V Springer, A Gieß, JC Schweihoff… - Electronic Markets, 2024 - Springer
Industrial data ecosystems are inter-organizational forms of cooperation emerging around
sharing data. They arise from a digital infrastructure, giving data providers and data users a …

The behavioural causes of bullwhip effect in supply chains: A systematic literature review

Y Yang, J Lin, G Liu, L Zhou - International Journal of Production Economics, 2021 - Elsevier
The bullwhip effect, also known as demand information amplification, is one of the principal
obstacles in supply chains. In recent decades, extensive studies have explored its …

The role of the focal company in sustainable development goals: A Brazilian food poultry supply chain case study

CR Pohlmann, AJ Scavarda, MB Alves… - Journal of Cleaner …, 2020 - Elsevier
Food supply chains face challenges of sustainable supply chain management, such as
waste management and environmental issues. Vertical integration or system integration is a …