Humanitarian facility location under uncertainty: Critical review and future prospects
This paper provides a comprehensive review of the research done on facility location
problems under uncertainty in a humanitarian context. The major goal is to summarize and …
problems under uncertainty in a humanitarian context. The major goal is to summarize and …
Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness
S Küçükyavuz, R Jiang - EURO Journal on Computational Optimization, 2022 - Elsevier
Chance-constrained programming (CCP) is one of the most difficult classes of optimization
problems that has attracted the attention of researchers since the 1950s. In this survey, we …
problems that has attracted the attention of researchers since the 1950s. In this survey, we …
Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints
Abstract An effective Emergency Medical Service (EMS) system can provide medical relief
supplies for common emergencies (fire, accident, etc.) or large-scale disasters (earthquake …
supplies for common emergencies (fire, accident, etc.) or large-scale disasters (earthquake …
The efficiency, equity and effectiveness of location strategies in humanitarian logistics: A robust chance-constrained approach
In the preparedness phase of humanitarian logistics, uncertainties from both the supply and
demand sides may dramatically increase morbidity and mortality. We consider a …
demand sides may dramatically increase morbidity and mortality. We consider a …
Modeling the shelter site location problem using chance constraints: A case study for Istanbul
In this work, we develop and test a new modeling framework for the shelter site location
problem under demand uncertainty. In particular, we propose a maxmin probabilistic …
problem under demand uncertainty. In particular, we propose a maxmin probabilistic …
Robust optimization model of anti-epidemic supply chain under technological innovation: learning from COVID-19
M Song, S Yuan, H Bo, J Song, X Pan, K Jin - Annals of Operations …, 2024 - Springer
The anti-epidemic supply chain plays an important role in the prevention and control of the
COVID-19 pandemic. Prior research has focused on studying the facility location, inventory …
COVID-19 pandemic. Prior research has focused on studying the facility location, inventory …
[HTML][HTML] A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds
R Rocchetta, LG Crespo - Reliability Engineering & System Safety, 2021 - Elsevier
Reliability-based design approaches via scenario optimization are driven by data thereby
eliminating the need for creating a probabilistic model of the uncertain parameters. A …
eliminating the need for creating a probabilistic model of the uncertain parameters. A …
Supply chain network design considering carbon footprint, water footprint, supplier's social risk, solid waste, and service level under the uncertain condition
Supply chain network design (SCND) plays a crucial role in transforming a supply chain
sustainable. Recently, various SCND models have been developed especially focusing on …
sustainable. Recently, various SCND models have been developed especially focusing on …
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun
J Shu, M Song, B Wang, J Yang, S Zhu - IISE Transactions, 2023 - Taylor & Francis
In this article, we study a humanitarian relief network design problem, where the demand for
relief supplies in each affected area is uncertain and can be met by more than one relief …
relief supplies in each affected area is uncertain and can be met by more than one relief …
Online routing and scheduling of search-and-rescue teams
We study how to allocate and route search-and-rescue teams to areas with trapped victims
in a coordinated manner after a disaster. We propose two online strategies for these time …
in a coordinated manner after a disaster. We propose two online strategies for these time …