A data-driven distributionally newsvendor problem for edge-cloud collaboration in intelligent manufacturing systems
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 …
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
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 …
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 …
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
Despite the long-recognised importance of data-driven operations and supply chain
management (OSCM) scholarship and practice, and the impressive development of big data …
management (OSCM) scholarship and practice, and the impressive development of big data …
Offline pricing and demand learning with censored data
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 …
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 …
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 …
price and stock quantity, is considered. The performance measure, in addition to the …
Mind the gap between research and practice in operations management
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 …
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 …
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
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 …
supplier is faster and more costly, while the regular supplier is slower and cheaper. Under …