With the rapid development of online shopping in China, efficient inventory replen- ishment is crucial to ensure fast product delivery. This paper addresses a multi- period multi-item inventory replenishment problem in an e-commerce company. Different from the traditional predict-then-optimize...

Problem definition. We present a continuous-time Bayesian model for managing inventory in a retail setting when inventory records are inaccurate. In our formulation, the inventory level and its record have separate dynamics. The former is driven by the demand and unobservable loss process while...

The joint replenishment problem is a fundamental model in supply chain management theory that has applications in inventory management, logistics, and maintenance scheduling. In this problem, there are multiple item types, each having a given time-dependent sequence of demands that need to be...

Concerning the essence of risk, a joint replenishment and delivery scheduling problem with fuzzy cost-related parameters and random number of imperfect quality items is developed to make it suitable for the inherent uncertainties of procurement-shipment process. The mathematical modeling-based...

Inventory cost is one of the main costs in Supply Chain Management (SCM), and a reasonable replenishment strategy can reduce the warehouse operation cost. The traditional replenishment strategy is difficult to meet the complex and changing demand of real warehouse scenarios, and because of the...

With the rapid development of e-commerce, enterprises need to improve their distribution networks to accommodate the increasing requirements regarding the quality of customer service and the rising costs of the logistics. We investigate a distribution network design problem involving various...

We study the data-integrated price-setting newsvendor problem in which the price-demand relationship is described by some parametric model with unknown parameters. We formulate the operational data analytics (ODA) framework that features a data-integration model and a validation model. The...

In recent years, omni-channel retailing has become immensely popular among both retailers and consumers. In this approach, retailers often leverage their brick-and-mortar stores to fulfill online orders, leading to the need for simultaneous decision-making on replenishment and inventory...