권창현 교수
Changhyun Kwon
KAIST 산업및시스템공학과 · 공학
연구실 소개
권창현 교수의 연구실은 교통망 설계, 위험물질 운송 최적화, 자율주행차 공유 모델링 등에서 인간의 의사결정 행동과 불확실성을 고려한 수리적 최적화 기법을 접목한 연구를 주도하고 있습니다. 특히, 랜덤 유용도 모델, 위험 회피 기반의 루트 선택, CVaR 기반의 위험 최소화 전략 등 행동경제학적 이론을 통합한 혁신적인 최적화 모델을 개발하고 있습니다. 또한, 다수의 불확실성 요소가 존재하는 환경에서 안정적인 의사결정을 가능하게 하는 로버스트 최적화 및 이중선형 프로그래밍 기반의 게임 이론적 접근을 적용하여 실생활 교통 시스템 문제에 대한 실용적 해결책을 모색하고 있습니다.
로버스트 최적화위험물질 운송CVaR행동 최적화자율주행 차량 공유
연구 현황
논문 수
132
총 인용 수
2,096
최근 5년 논문
32
주요 분야
공학
연구 성과 추이
표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.
5개년 연도별 논문 게재 수
32총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
292총합
20222023202420252026
주요 논문
151
논문|인용수 111·2017
Incorporating demand dynamics in multi-period capacitated fast-charging location planning for electric vehiclesAnpeng Zhang, Jee Eun Kang, Changhyun Kwon
SJR Q1Transportation Research Part B Methodological
Electrical and Electronic EngineeringEngineering
2
논문|인용수 102·2013
Routing hazardous materials on time-dependent networks using conditional value-at-riskIakovos Toumazis, Changhyun Kwon
SJR Q1Transportation Research Part C Emerging Technologies
Statistics, Probability and UncertaintyDecision Sciences
3
논문|인용수 98·2023
A deep reinforcement learning approach for solving the Traveling Salesman Problem with DroneAigerim Bogyrbayeva, Taehyun Yoon, Hanbum Ko, Sungbin Lim, Hyokun Yun, Changhyun Kwon
SJR Q1Transportation Research Part C Emerging Technologies
Industrial and Manufacturing EngineeringEngineering
4
논문|인용수 79·2013
Value-at-Risk model for hazardous material transportationYingying Kang, Rajan Batta, Changhyun Kwon
SJR Q1Annals of Operations Research
Statistics, Probability and UncertaintyDecision Sciences
5
논문|인용수 72·2013
Generalized route planning model for hazardous material transportation with VaR and equity considerationsYingying Kang, Rajan Batta, Changhyun Kwon
SJR Q1Computers & Operations Research
Statistics, Probability and UncertaintyDecision Sciences
6
논문|인용수 67·2023
A hybrid genetic algorithm for the min–max Multiple Traveling Salesman ProblemSasan Mahmoudinazlou, Changhyun Kwon
SJR Q1Computers & Operations Research
Industrial and Manufacturing EngineeringEngineering
7
논문|인용수 61·2013
Robust Facility Location Problem for Hazardous Waste TransportationPaul G. Berglund, Changhyun Kwon
SJR Q2Networks and Spatial Economics
Statistics, Probability and UncertaintyDecision Sciences
8
논문|인용수 58·2016
A comprehensive modeling framework for hazmat network design, hazmat response team location, and equity of riskMasoumeh Taslimi, Rajan Batta, Changhyun Kwon
SJR Q1Computers & Operations ResearchOA
TransportationSocial Sciences
9
논문|인용수 45·2010
Online advertisement service pricing and an option contractYongma Moon, Changhyun Kwon
SJR Q1Electronic Commerce Research and Applications
MarketingBusiness, Management and Accounting
10
논문|인용수 43·2011
Dual Toll Pricing for Hazardous Materials Transport with Linear DelayJiashan Wang, Yingying Kang, Changhyun Kwon, Rajan Batta
SJR Q2Networks and Spatial Economics
Statistics, Probability and UncertaintyDecision Sciences
11
book chapter|인용수 35·2013
Value-at-Risk and Conditional Value-at-Risk Minimization for Hazardous Materials RoutingIakovos 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
논문|인용수 34·2024
A hybrid genetic algorithm with type-aware chromosomes for Traveling Salesman Problems with DroneSasan Mahmoudinazlou, Changhyun Kwon
SJR Q1European Journal of Operational Research
Aerospace EngineeringEngineering
13
논문|인용수 32·2008
Non-cooperative competition among revenue maximizing service providers with demand learningChanghyun Kwon, Terry L. Friesz, Reetabrata Mookherjee, Tao Yao, Baichun Feng
SJR Q1European Journal of Operational Research
Economics and EconometricsEconomics, Econometrics and Finance
14
논문|인용수 26·2016
Effective and equitable supply of gasoline to impacted areas in the aftermath of a natural disasterXiaoping Li, Rajan Batta, Changhyun Kwon
SJR Q1Socio-Economic Planning Sciences
Organizational Behavior and Human Resource ManagementBusiness, Management and Accounting
15
논문|인용수 26·2014
A short note on the robust combinatorial optimization problems with cardinality constrained uncertaintyTaehan Lee, Changhyun Kwon
SJR Q24OR
Management Science and Operations ResearchDecision Sciences
대표 연구 분야
Statistics, Probability and UncertaintyTransportationIndustrial and Manufacturing EngineeringElectrical and Electronic EngineeringManagement Information SystemsEconomics and Econometrics
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