A review of robust operations management under model uncertainty
M Lu, ZJM Shen - Production and Operations Management, 2021 - journals.sagepub.com
Over the past two decades, there has been explosive growth in the application of robust
optimization in operations management (robust OM), fueled by both significant advances in …
optimization in operations management (robust OM), fueled by both significant advances in …
A review of flexible processes and operations
One effective means to hedge against uncertainty and better match supply with demand in a
swiftly changing environment is to adopt a flexible operations strategy that allows timely …
swiftly changing environment is to adopt a flexible operations strategy that allows timely …
Dynamic type matching
Problem definition: We consider an intermediary's problem of dynamically matching demand
and supply of heterogeneous types in a periodic-review fashion. Specifically, there are two …
and supply of heterogeneous types in a periodic-review fashion. Specifically, there are two …
Increasing supply chain robustness through process flexibility and inventory
We study a hybrid strategy that uses both process flexibility and finished goods inventory for
supply chain risk mitigation. The interplay between process flexibility and inventory is …
supply chain risk mitigation. The interplay between process flexibility and inventory is …
Robust vehicle pre‐allocation with uncertain covariates
Motivated by a leading taxi operator in Singapore, we consider the idle vehicle pre‐
allocation problem with uncertain demands and other uncertain covariate information such …
allocation problem with uncertain demands and other uncertain covariate information such …
Scheduling of recovery actions in the supply chain with resilience analysis considerations
Supply chain engineering models with resilience considerations have been mostly focused
on disruption impact quantification within one analysis layer, such as supply chain design or …
on disruption impact quantification within one analysis layer, such as supply chain design or …
Faster deliveries and smarter order assignments for an on-demand meal delivery platform
Abstract Academic/Practical Relevance: Our intent is to identify the underlying factors and
develop an order assignment policy that can help an on-demand meal delivery service …
develop an order assignment policy that can help an on-demand meal delivery service …
Online resource allocation with limited flexibility
A Asadpour, X Wang, J Zhang - Management Science, 2020 - pubsonline.informs.org
We consider a class of online resource-allocation problems in which there are n types of
resources with limited initial inventory and n demand classes. The resources are flexible in …
resources with limited initial inventory and n demand classes. The resources are flexible in …
Near-optimal Bayesian ambiguity sets for distributionally robust optimization
V Gupta - Management Science, 2019 - pubsonline.informs.org
We propose a Bayesian framework for assessing the relative strengths of data-driven
ambiguity sets in distributionally robust optimization (DRO) when the underlying distribution …
ambiguity sets in distributionally robust optimization (DRO) when the underlying distribution …
Single-leg shipping revenue management for expedited services with ambiguous elasticity in transit-time-sensitive demand
The growing demand for expedited shipping services from transit-time-sensitive (TTS)
shippers poses a dilemma for ocean carriers, who must navigate the trade-off between …
shippers poses a dilemma for ocean carriers, who must navigate the trade-off between …