Managing supply chain resources with Big Data Analytics: a systematic review

MW Barbosa, AC Vicente, MB Ladeira… - International Journal of …, 2018 - Taylor & Francis
ABSTRACT Big Data Analytics (BDA) has the potential to improve demand forecasting,
communications and better manage supply chain resources. Despite such recognised …

Information sharing and coordination mechanisms for managing uncertainty in supply chains: a simulation study

PP Datta, MG Christopher - International Journal of Production …, 2011 - Taylor & Francis
The study aims to investigate the effectiveness of information sharing and coordination
mechanisms in reducing uncertainty. Supply chains are constantly subject to unpredictable …

Machine learning demand forecasting and supply chain performance

J Feizabadi - International Journal of Logistics Research and …, 2022 - Taylor & Francis
In many supply chains, firms staged in upstream of the chain suffer from variance
amplification emanating from demand information distortion in a multi-stage supply chain …

Revisiting the bullwhip effect: how can AI smoothen the bullwhip phenomenon?

E Weisz, DM Herold, S Kummer - The International Journal of …, 2023 - emerald.com
Purpose Although scholars argue that artificial intelligence (AI) represents a tool to
potentially smoothen the bullwhip effect in the supply chain, only little research has …

Artificial intelligence-based inventory management: a Monte Carlo tree search approach

D Preil, M Krapp - Annals of Operations Research, 2022 - Springer
The coordination of order policies constitutes a great challenge in supply chain inventory
management as various stochastic factors increase its complexity. Therefore, analytical …

The bullwhip effect: causes, intensity, and mitigation

MH Rahman, MA Rahman… - … & Manufacturing Research, 2020 - Taylor & Francis
This research explores the causes and intensity of demand fluctuation and supply shortage
of a supply chain (SC) occurred specially at the festival times. Management offers sales …

A review of the causes of bullwhip effect in a supply chain

R Bhattacharya, S Bandyopadhyay - The International Journal of …, 2011 - Springer
A review of the past research studies on the causes of bullwhip effect is presented in this
paper. This paper is an effective study from the point of view that it presents a detailed …

The impact of information sharing and inventory control coordination on supply chain performances

F Costantino, G Di Gravio, A Shaban… - Computers & Industrial …, 2014 - Elsevier
The lack of coordination in supply chains can cause various inefficiencies like bullwhip effect
and inventory instability. Extensive researches quantified the value of sharing and …

Adaptive fuzzy vendor managed inventory control for mitigating the Bullwhip effect in supply chains

Y Kristianto, P Helo, JR Jiao, M Sandhu - European Journal of Operational …, 2012 - Elsevier
This paper proposes an adaptive fuzzy control application to support a vendor managed
inventory (VMI). The methodology applies fuzzy control to generate an adaptive smoothing …

Using simulation-based system dynamics and genetic algorithms to reduce the cash flow bullwhip in the supply chain

E Badakhshan, P Humphreys, L Maguire… - International Journal of …, 2020 - Taylor & Francis
The bullwhip effect (BWE) is a phenomenon, which is caused by ineffective inventory
decisions made by supply chain members. In addition to known inefficiencies caused by the …