A data-driven distributionally newsvendor problem for edge-cloud collaboration in intelligent manufacturing systems

C Yang, X Su, P Wu - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In intelligent manufacturing systems, the industrial informatics has features of multi-source,
multi-noise, and time series. It is difficult for small and medium enterprises (SMEs) to directly …

Inventory management in a consumer electronics closed-loop supply chain

AP Calmon, SC Graves - Manufacturing & Service …, 2017 - pubsonline.informs.org
The goal of this paper is to describe, model, and optimize inventory in a reverse logistics
system that supports the warranty returns and replacements for a consumer electronic …

Robust newsvendor problem with autoregressive demand

E Carrizosa, AV Olivares-Nadal… - Computers & Operations …, 2016 - Elsevier
This paper explores the single-item newsvendor problem under a novel setting which
combines temporal dependence and tractable robust optimization. First, the demand is …

Data-driven operations and supply chain management: Established research clusters from 2000 to early 2020

DT Nguyen, Y Adulyasak, JF Cordeau… - International journal of …, 2022 - Taylor & Francis
Despite the long-recognised importance of data-driven operations and supply chain
management (OSCM) scholarship and practice, and the impressive development of big data …

Offline pricing and demand learning with censored data

J Bu, D Simchi-Levi, L Wang - Management Science, 2023 - pubsonline.informs.org
We study a single product pricing problem with demand censoring in an offline data-driven
setting. In this problem, a retailer has a finite amount of inventory and faces a random …

Analytics for operational visibility in the retail store: The cases of censored demand and inventory record inaccuracy

L Chen, AJ Mersereau - Retail Supply Chain Management: Quantitative …, 2015 - Springer
Armed with a number of modern and emerging visibility technologies and facing increased
competition from the internet channel, retail managers are seeking ever deeper visibility into …

A price-setting newsvendor problem under mean-variance criteria

J Rubio-Herrero, M Baykal-Gürsoy… - European Journal of …, 2015 - Elsevier
The single-product, single-period newsvendor problem with two decision variables, namely
price and stock quantity, is considered. The performance measure, in addition to the …

Mind the gap between research and practice in operations management

X Chen, T Deng, ZJM Shen, Y Yu - IISE Transactions, 2023 - Taylor & Francis
The mission of the Institute of Industrial and Systems Engineers (IISE) is to serve those who
solve complex and critical problems of the world. Notably, the research–practice gap in …

The newsvendor under demand ambiguity: Combining data with moment and tail information

S Saghafian, B Tomlin - Operations Research, 2016 - pubsonline.informs.org
Operations managers do not typically have full information about the demand distribution.
Recognizing this, data-driven approaches have been proposed in which the manager has …

Tailored base-surge policies in dual-sourcing inventory systems with demand learning

B Chen, C Shi - Available at SSRN 3456834, 2019 - papers.ssrn.com
We consider a periodic-review dual-sourcing inventory system, in which the expedited
supplier is faster and more costly, while the regular supplier is slower and cheaper. Under …