Frameworks and results in distributionally robust optimization

H Rahimian, S Mehrotra - Open Journal of Mathematical Optimization, 2022 - numdam.org
The concepts of risk aversion, chance-constrained optimization, and robust optimization
have developed significantly over the last decade. The statistical learning community has …

Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities

KS Shehadeh, R Padman - Computers & Operations Research, 2022 - Elsevier
Elective surgery patients have surgery in the operating room (OR), and then recover in one
or more downstream recovery units for several consecutive hours or days after surgery …

Appointment scheduling under time-dependent patient no-show behavior

Q Kong, S Li, N Liu, CP Teo, Z Yan - Management Science, 2020 - pubsonline.informs.org
This paper studies how to schedule medical appointments with time-dependent patient no-
show behavior and random service times. The problem is motivated by our studies of …

Stochastic optimization models for location and inventory prepositioning of disaster relief supplies

KS Shehadeh, EL Tucker - Transportation Research Part C: Emerging …, 2022 - Elsevier
We consider the problem of preparing for a disaster season by determining where to open
warehouses and how much relief item inventory to preposition in each. Then, after each …

Optimization of teleconsultation appointment scheduling in national telemedicine center of China

M Wan, N Shukla, J Li, B Pradhan - Computers & Industrial Engineering, 2023 - Elsevier
Teleconsultation service plays an important role in the Chinese healthcare service provision
especially during the period of the COVID-19 pandemic. We propose a two-stage …

Managing appointment-based services in the presence of walk-in customers

S Wang, N Liu, G Wan - Management Science, 2020 - pubsonline.informs.org
Despite the prevalence and significance of walk-ins in healthcare, we know relatively little
about how to plan and manage the daily operations of a healthcare facility that accepts both …

A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity

KS Shehadeh, R Padman - European Journal of Operational Research, 2021 - Elsevier
In this paper, we study the decision process of assigning elective surgery patients to
available surgical blocks in multiple operating rooms (OR) under random surgery durations …

Multimodularity in the stochastic appointment scheduling problem with discrete arrival epochs

C Zacharias, T Yunes - Management science, 2020 - pubsonline.informs.org
We address the problem of designing appointment scheduling strategies in a stochastic
environment accounting for patient no-shows, nonpunctuality, general stochastic service …

Robust data-driven vehicle routing with time windows

Y Zhang, Z Zhang, A Lim, M Sim - Operations Research, 2021 - pubsonline.informs.org
Optimal routing solutions based on deterministic models usually fail to deliver promised on-
time services in an uncertain real world, which can lead to the loss of customers and …

Distributionally robust single machine scheduling with risk aversion

Z Chang, S Song, Y Zhang, JY Ding, R Zhang… - European Journal of …, 2017 - Elsevier
This paper presents a distributionally robust (DR) optimization model for the single machine
scheduling problem (SMSP) with random job processing time (JPT). To the best of our …