Adaptive and highly synchronized supply chains can avoid a cascading rise-and-fall inventory dynamic mitigate ripple effects caused by operational failures. This paper aims to demonstrate how deep reinforcement learning agent based on the proximal policy optimization algorithm synchronize inbound outbound flows support business continuity operating in stochastic nonstationary environment if end...

This study models the alignment of supply chain complexity with product demand and design characteristics formulates appropriate strategies to enhance alignment. An integrated theoretical framework linking all three main constructs complexity, namely, coordination, collaboration, configuration, complexities is developed empirically tested. Data were collected from a cross-industry sample 273 Au...

As a review of game theoretic approach to optimize the logistic costs with the objective of modeling interactions among players in a basic supply chain, this paper focuses on a single channel, two-echelon supply chain with a retailer and his supplier of a one-product where careful attention is given to information sharing in general and demand forecasting in particular. Therefore, in the indust...

In network function virtualization, resource allocation is one of the key techniques to ensure QoS service requests in face uncertain traffic demand and fluctuation user services. The previous related works usually assume that a deterministic value then reallocate substrate resources deal with uncertainty during operation. response performance degradation caused by fluctuation, paper models cha...

Customer-Centred Supply Chain Management (CCSCM) combines the concept of marketing with (SCM) and Demand (DCM). SCM is a term used to describe how companies locations coordinate movement products services, while DCM refers control interactions between consumers suppliers provide most value consumer at lowest cost as whole. This research examines advantages both SCM. Second, it illustrates may l...