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Changhyun Kwon

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor Changhyun Kwon's research lab specializes in transportation systems optimization, with a focus on decision-making under uncertainty, behavioral modeling in route choice, and risk mitigation in hazardous materials transportation. The lab develops advanced mathematical programming and robust optimization techniques to address complex network design and facility location problems, particularly in the context of autonomous vehicles, shared mobility, and safety-critical infrastructure. Key research directions include bi-level optimization, conditional value-at-risk (CVaR) applications, and integrating human behavior and spatial dynamics into transportation planning models.

robust optimizationhazmat transportationbehavioral route choicebi-level programmingautonomous vehicles

Research Overview

Papers
132
Total Citations
2,096
Papers (5y)
32
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
32total
2022
2023
2024
2025
2026
Citations per year (5y)
292total
20222023202420252026

Selected Papers

15
1
Article|111 citations·2017
Incorporating demand dynamics in multi-period capacitated fast-charging location planning for electric vehicles
Anpeng Zhang, Jee Eun Kang, Changhyun Kwon
SJR Q1Transportation Research Part B Methodological
Electrical and Electronic EngineeringEngineering
2
Article|102 citations·2013
Routing hazardous materials on time-dependent networks using conditional value-at-risk
Iakovos Toumazis, Changhyun Kwon
SJR Q1Transportation Research Part C Emerging Technologies
Statistics, Probability and UncertaintyDecision Sciences
3
Article|98 citations·2023
A deep reinforcement learning approach for solving the Traveling Salesman Problem with Drone
Aigerim Bogyrbayeva, Taehyun Yoon, Hanbum Ko, Sungbin Lim, Hyokun Yun, Changhyun Kwon
SJR Q1Transportation Research Part C Emerging Technologies
Industrial and Manufacturing EngineeringEngineering
4
Article|79 citations·2013
Value-at-Risk model for hazardous material transportation
Yingying Kang, Rajan Batta, Changhyun Kwon
SJR Q1Annals of Operations Research
Statistics, Probability and UncertaintyDecision Sciences
5
Article|72 citations·2013
Generalized route planning model for hazardous material transportation with VaR and equity considerations
Yingying Kang, Rajan Batta, Changhyun Kwon
SJR Q1Computers & Operations Research
Statistics, Probability and UncertaintyDecision Sciences
6
Article|67 citations·2023
A hybrid genetic algorithm for the min–max Multiple Traveling Salesman Problem
Sasan Mahmoudinazlou, Changhyun Kwon
SJR Q1Computers & Operations Research
Industrial and Manufacturing EngineeringEngineering
7
Article|61 citations·2013
Robust Facility Location Problem for Hazardous Waste Transportation
Paul G. Berglund, Changhyun Kwon
SJR Q2Networks and Spatial Economics
Statistics, Probability and UncertaintyDecision Sciences
8
Article|58 citations·2016
A comprehensive modeling framework for hazmat network design, hazmat response team location, and equity of risk
Masoumeh Taslimi, Rajan Batta, Changhyun Kwon
SJR Q1Computers & Operations ResearchOA
TransportationSocial Sciences
9
Article|45 citations·2010
Online advertisement service pricing and an option contract
Yongma Moon, Changhyun Kwon
SJR Q1Electronic Commerce Research and Applications
MarketingBusiness, Management and Accounting
10
Article|43 citations·2011
Dual Toll Pricing for Hazardous Materials Transport with Linear Delay
Jiashan Wang, Yingying Kang, Changhyun Kwon, Rajan Batta
SJR Q2Networks and Spatial Economics
Statistics, Probability and UncertaintyDecision Sciences
11
Book Chapter|35 citations·2013
Value-at-Risk and Conditional Value-at-Risk Minimization for Hazardous Materials Routing
Iakovos Toumazis, Changhyun Kwon, Rajan Batta
International series in management science/operations research/International series in operations research & management science
Statistics, Probability and UncertaintyDecision Sciences
12
Article|34 citations·2024
A hybrid genetic algorithm with type-aware chromosomes for Traveling Salesman Problems with Drone
Sasan Mahmoudinazlou, Changhyun Kwon
SJR Q1European Journal of Operational Research
Aerospace EngineeringEngineering
13
Article|32 citations·2008
Non-cooperative competition among revenue maximizing service providers with demand learning
Changhyun Kwon, Terry L. Friesz, Reetabrata Mookherjee, Tao Yao, Baichun Feng
SJR Q1European Journal of Operational Research
Economics and EconometricsEconomics, Econometrics and Finance
14
Article|26 citations·2016
Effective and equitable supply of gasoline to impacted areas in the aftermath of a natural disaster
Xiaoping Li, Rajan Batta, Changhyun Kwon
SJR Q1Socio-Economic Planning Sciences
Organizational Behavior and Human Resource ManagementBusiness, Management and Accounting
15
Article|26 citations·2014
A short note on the robust combinatorial optimization problems with cardinality constrained uncertainty
Taehan Lee, Changhyun Kwon
SJR Q24OR
Management Science and Operations ResearchDecision Sciences

Research Areas

Statistics, Probability and UncertaintyTransportationIndustrial and Manufacturing EngineeringElectrical and Electronic EngineeringManagement Information SystemsEconomics and Econometrics

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