Research graph
References from Recent advances in disaster emergency response planning: Integrating optimization, machine learning, and simulation. Local targets link to admitted publications; unresolved targets remain external evidence.
Evacuation planning for persons with mobility needs: A combined optimization and traffic microsimulation modelling approach
10.1016/j.ijdrr.2022.103164 · 2022 · External reference
Performance evaluation of reinforcement learning-based adaptive signal control deployment in urban network
10.1016/j.ifacol.2024.07.328 · 2024 · External reference
OR/MS research in disaster operations management
10.1016/j.ejor.2005.05.016 · 2006 · External reference
An integrated user-system approach for shelter location and evacuation routing
10.1002/net.22058 · 2021 · External reference
Humanitarian relief distribution problem: An adjustable robust optimization approach
10.1287/trsc.2023.1204 · 2023 · External reference
A hybrid machine-learning and optimization method for contraflow design in post-disaster cases and traffic management scenarios
10.1016/j.eswa.2019.01.042 · 2019 · External reference
A robust optimization approach for humanitarian needs assessment planning under travel time uncertainty
10.1016/j.ejor.2019.09.008 · 2020 · External reference
A joint demand and supply management approach to large scale urban evacuation planning: Evacuate or shelter-in-place, staging and dynamic resource allocation
10.1016/j.ejor.2023.07.033 · 2024 · External reference
Multistage stochastic programming for integrated network optimization in hurricane relief logistics and evacuation planning
10.1002/net.22249 · 2025 · External reference
The use of UAVs in humanitarian relief: An application of POMDP-based methodology for finding victims
10.1111/poms.12930 · 2019 · External reference
Optimization models in emergency logistics: A literature review
10.1016/j.seps.2011.04.004 · 2012 · External reference
Simulation optimization for stochastic casualty collection point location and resource allocation problem in a mass casualty incident
10.1016/j.ejor.2023.01.065 · 2023 · External reference
Data-driven modeling of hurricane evacuee’s individual decision-making for enhanced hurricane evacuation planning: Florida case study in the COVID-19 pandemic
10.1061/nhrefo.nheng-1976 · 2024 · External reference
Emergency medical response in mass casualty incidents considering the traffic congestions in proximity on-site and hospital delays
10.1016/j.tre.2021.102591 · 2022 · External reference
Dynamic network flow optimization for real-time evacuation reroute planning under multiple road disruptions
10.1016/j.ress.2021.107644 · 2021 · External reference
An optimization approach for disaster relief network design under uncertainty and disruption with sustainability considerations
10.1051/ro/2022021 · 2022 · External reference
Dispatching policies during prolonged mass casualty incidents
10.1080/01605682.2021.1999181 · 2022 · External reference
A multiagent approach to solving the dynamic postdisaster relief distribution problem
10.1007/s12063-021-00192-1 · 2021 · External reference
DHL: Deep reinforcement learning-based approach for emergency supply distribution in humanitarian logistics
10.1007/s12083-022-01353-0 · 2022 · External reference
Tsunami evacuation modelling via micro-simulation model
10.1016/j.pdisas.2023.100277 · 2023 · External reference
Casualty transport scheduling considering survival probability and injury classification
10.1016/j.cie.2021.107655 · 2021 · External reference
Review of recent developments in OR/MS research in disaster operations management
10.1016/j.ejor.2013.01.039 · 2013 · External reference
A reinforcement learning approach to the orienteering problem with time windows
10.1016/j.cor.2021.105357 · 2021 · External reference
10.1287/trsc.2019.0963
10.1287/trsc.2019.0963 · External reference
An agent-based modeling framework for examining the dynamics of the hurricane-forecast-evacuation system
10.1016/j.ijdrr.2021.102669 · 2022 · External reference
Large-scale zone-based evacuation planning, part II: Macroscopic and microscopic evaluations
10.1002/net.21980 · 2021 · External reference
An agent-based dynamic framework for population evacuation management
10.1109/access.2022.3199445 · 2022 · External reference
Mass-casualty distribution for emergency healthcare: A simulation analysis
10.1007/s13753-020-00260-3 · 2020 · External reference
Approximate dynamic programming for military medical evacuation dispatching policies
10.1287/ijoc.2019.0930 · External reference
Approximate dynamic programming for the military aeromedical evacuation dispatching, preemption-rerouting, and redeployment problem
10.1016/j.ejor.2020.08.004 · External reference
A risk-averse distributionally robust optimisation approach for drone-supported relief facility location problem
10.1016/j.tre.2024.103538 · 2024 · External reference
A multi-stage stochastic program for evacuation management under tornado track uncertainty
10.1016/j.tre.2019.02.005 · 2019 · External reference
Understanding evacuation behavior for effective disaster preparedness: A hybrid machine learning approach
10.1007/s11069-024-06759-y · 2024 · External reference
Multi-agent-based human cognition simulation of Situation-aware earthquake emergency evacuation
10.1016/j.ijdrr.2023.104183 · 2024 · External reference
A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems
10.1007/s10479-021-04191-0 · 2022 · External reference
An agent-based model of short-notice tsunami evacuation in Waikiki, Hawaii
10.1016/j.trd.2022.103239 · 2022 · External reference
Multi-start team orienteering problem for UAS mission re-planning with data-efficient deep reinforcement learning
10.1007/s10489-024-05367-4 · 2024 · External reference
Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response
10.1016/j.ejor.2020.09.018 · 2021 · External reference
Improving emergency department efficiency by patient scheduling using deep reinforcement learning
10.3390/healthcare8020077 · 2020 · External reference
A scenario-based hybrid robust and stochastic approach for joint planning of relief logistics and casualty distribution considering secondary disasters
10.1016/j.tre.2020.102029 · 2020 · External reference
Tsunami-induced traffic evacuation strategy optimization
10.1016/j.trd.2019.09.008 · 2019 · External reference
A robust chance constraint programming approach for evacuation planning under uncertain demand distribution
10.1080/24725854.2018.1533675 · 2019 · External reference
Decision making on post-disaster rescue routing problems from the rescue efficiency perspective
10.1016/j.ejor.2020.03.017 · 2020 · External reference
Integrated temporary facility location and casualty allocation planning for post-disaster humanitarian medical service
10.1016/j.tre.2019.05.008 · 2019 · External reference
10.1287/trsc.2023.0003
10.1287/trsc.2023.0003 · External reference
10.1287/ijoc.2022.1245
10.1287/ijoc.2022.1245 · External reference
Adaptive unmanned aerial vehicle surveillance using a prize-collecting vertex routing model
2019 · External reference
An agent-based vertical evacuation model for a near-field tsunami: Choice behavior, logical shelter locations, and life safety
10.1016/j.ijdrr.2018.12.018 · 2019 · External reference
A shared-mobility-based framework for evacuation planning and operations under forecast uncertainty
10.1080/24725854.2022.2140367 · 2023 · External reference
Agent-based discrete-event simulation model for no-notice natural disaster evacuation planning
10.1016/j.cie.2019.01.022 · 2019 · External reference
Multi-period hub location problem with serial demands: A case study of humanitarian aids distribution in Lebanon
10.1016/j.tre.2020.102201 · 2021 · External reference
A dynamic patients dispatch and treatment model for resilience evaluation of interdependent transportation-healthcare system
10.1080/13632469.2023.2185863 · 2023 · External reference
The mothership and drone routing problem
10.1287/ijoc.2018.0879 · 2020 · External reference
A deep learning approach for network-wide dynamic traffic prediction during hurricane evacuation
10.1016/j.trc.2023.104126 · 2023 · External reference
A stochastic optimization model for staged hospital evacuation during hurricanes
10.1016/j.tre.2021.102321 · 2021 · External reference
An exact branch-and-price algorithm for scheduling rescue units during disaster response
10.1016/j.ejor.2018.06.010 · 2019 · External reference
Approximate dynamic programming for the aeromedical evacuation dispatching problem: Value function approximation utilizing multiple level aggregation
10.1016/j.omega.2018.12.009 · 2020 · External reference
Solving the joint military medical evacuation problem via a random forest approximate dynamic programming approach
10.1016/j.eswa.2023.119751 · 2023 · External reference
Inventory routing and dynamic redistribution of relief goods in post-disaster operations
10.1016/j.cie.2019.106219 · 2020 · External reference
An integer L-shaped algorithm for the integrated location and network restoration problem in disaster relief
10.1016/j.trb.2021.01.005 · 2021 · External reference
An integrative location-allocation model for humanitarian logistics with distributive injustice and dissatisfaction under uncertainty
10.1007/s10479-021-04003-5 · 2022 · External reference
10.1287/opre.2021.0310
10.1287/opre.2021.0310 · External reference
Emergency medical service resource allocation in a mass casualty incident by integrating patient prioritization and hospital selection problems
10.1080/24725854.2020.1727069 · 2020 · External reference
The capacitated team orienteering problem: An online optimization framework with predictions of unknown accuracy
10.1016/j.trb.2024.102984 · External reference
Online routing and scheduling of search-and-rescue teams
10.1007/s00291-020-00594-w · 2020 · External reference
Online algorithms for ambulance routing in disaster response with time-varying victim conditions
10.1007/s00291-024-00744-4 · External reference
Multistage stochastic programming with a random number of stages: Applications in hurricane disaster relief logistics planning
10.1016/j.ejor.2024.10.004 · 2025 · External reference
Modelling evacuation preparation time prior to floods: A machine learning approach
10.1016/j.scs.2022.104257 · 2022 · External reference
A novel scenario-based robust bi-objective optimization model for humanitarian logistics network under risk of disruptions
10.1016/j.tre.2021.102578 · 2022 · External reference
Predicting hurricane evacuation decisions with interpretable machine learning methods
10.1007/s13753-024-00541-1 · 2024 · External reference
Tsunami evacuation simulation for the district of tofino, Vancouver Island, Canada
10.1016/j.ijdrr.2020.101573 · 2020 · External reference
Reinforcement learning for humanitarian relief distribution with trucks and UAVs under travel time uncertainty
10.1016/j.trc.2023.104401 · 2023 · External reference
Deep reinforcement learning enabled multi-UAV scheduling for disaster data collection with time-varying value
10.1109/tits.2023.3345280 · 2024 · External reference
A two-stage stochastic optimization for disaster rescue resource distribution considering multiple disasters
10.1080/0305215x.2022.2144277 · External reference
Solving orienteering problems by hybridizing evolutionary algorithm and deep reinforcement learning
10.1109/tai.2024.3409520 · External reference
Deep reinforcement learning-based rescue resource distribution scheduling of storm surge inundation emergency logistics
10.1109/tii.2022.3230691 · 2023 · External reference
Hurricane-battered researchers assess damage
10.1126/science.adu0713 · 2024 · External reference
Emergency medical supplies scheduling during public health emergencies: Algorithm design based on AI techniques
10.1080/00207543.2023.2267680 · 2025 · External reference
10.1109/dasc52595.2021.9594435
10.1109/dasc52595.2021.9594435 · External reference
Integrated optimization of rolling stock allocation and train timetables for urban rail transit networks: A benders decomposition approach
10.1016/j.trb.2023.102815 · 2023 · External reference
Two-stage recoverable robust optimization for an integrated location–allocation and evacuation planning problem
10.1016/j.trb.2024.102906 · 2024 · External reference
Dynamic dispatch policies for emergency response with multiple types of vehicles
10.1016/j.tre.2021.102405 · 2021 · External reference
Reinforcement learning approach for resource allocation in humanitarian logistics
10.1016/j.eswa.2021.114663 · 2021 · External reference
Team orienteering with time-varying profit
10.1287/ijoc.2020.1026 · External reference
Robust team orienteering problem with decreasing profits
10.1287/ijoc.2022.1240 · External reference
Humanitarian relief network assessment using collaborative truck-and-drone system
10.1016/j.tre.2021.102417 · 2021 · External reference
Improving relief operations via optimizing shelter location with uncertain covariates
10.1016/j.tre.2023.103181 · 2023 · External reference
A round-trip bus evacuation model with scheduling and routing planning
10.1016/j.tra.2020.05.008 · 2020 · External reference
Collaborative human–UAV search and rescue for missing tourists in nature reserves
10.1287/inte.2019.1000 · 2019 · External reference
Risk-averse optimization of disaster relief facility location and vehicle routing under stochastic demand
10.1016/j.tre.2020.102015 · 2020 · External reference
Analyzing spatio-temporal impacts of extreme rainfall events on metro ridership characteristics
10.1016/j.physa.2021.126053 · 2021 · External reference
