Changhyun Kwon

Changhyun Kwon

University of South Florida

H-index: 30

North America-United States

About Changhyun Kwon

Changhyun Kwon, With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at University of South Florida, specializes in the field of Transportation, Operations Research, Computing, Game Theory, Risk Management.

His recent articles reflect a diverse array of research interests and contributions to the field:

A hybrid genetic algorithm for the min–max Multiple Traveling Salesman Problem

A Neural Separation Algorithm for the Rounded Capacity Inequalities

A hybrid genetic algorithm with type-aware chromosomes for traveling salesman problems with drone

Learn to solve the min-max multiple traveling salesmen problem with reinforcement learning

Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems

An adaptive large neighborhood search method for rebalancing free-floating electric vehicle sharing systems

A deep reinforcement learning approach for solving the traveling salesman problem with drone

Neural Coarsening Process for Multi-level Graph Combinatorial Optimization

Changhyun Kwon Information

University

Position

Department of Industrial and Management Systems Engineering

Citations(all)

2714

Citations(since 2020)

1808

Cited By

1691

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

57

i10Index(since 2020)

49

Email

University Profile Page

University of South Florida

Google Scholar

View Google Scholar Profile

Changhyun Kwon Skills & Research Interests

Transportation

Operations Research

Computing

Game Theory

Risk Management

Top articles of Changhyun Kwon

Title

Journal

Author(s)

Publication Date

A hybrid genetic algorithm for the min–max Multiple Traveling Salesman Problem

Computers & Operations Research

Sasan Mahmoudinazlou

Changhyun Kwon

2024/2/1

A Neural Separation Algorithm for the Rounded Capacity Inequalities

INFORMS Journal on Computing

Hyeonah Kim

Jinkyoo Park

Changhyun Kwon

2024/1/23

A hybrid genetic algorithm with type-aware chromosomes for traveling salesman problems with drone

arXiv preprint arXiv:2303.00614

Sasan Mahmoudinazlou

Changhyun Kwon

2023/3/1

Learn to solve the min-max multiple traveling salesmen problem with reinforcement learning

Junyoung Park

Changhyun Kwon

Jinkyoo Park

2023

Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems

arXiv preprint arXiv:2310.14157

Abhay Sobhanan

Junyoung Park

Jinkyoo Park

Changhyun Kwon

2023/10/22

An adaptive large neighborhood search method for rebalancing free-floating electric vehicle sharing systems

Computers & Operations Research

Xufei Liu

Sang Won Kim

Changhyun Kwon

2023/7/1

A deep reinforcement learning approach for solving the traveling salesman problem with drone

Transportation Research Part C: Emerging Technologies

Aigerim Bogyrbayeva

Taehyun Yoon

Hanbum Ko

Sungbin Lim

Hyokun Yun

...

2023/3/1

Neural Coarsening Process for Multi-level Graph Combinatorial Optimization

Hyeonah Kim

Minsu Kim

Changhyun Kwon

Jinkyoo Park

2022/11/22

Creating grocery delivery hubs for food deserts at local convenience stores via spatial and temporal consolidation

Socio-Economic Planning Sciences

Zulqarnain Haider

Yujie Hu

Hadi Charkhgard

David Himmelgreen

Changhyun Kwon

2022/8/1

Cape Romain partnership for coastal protection

Mitchell J Eaton

Fred A Johnson

Jessica Mikels-Carrasco

David J Case

Julien Martin

...

2021

Pessimistic evasive flow capturing problems

European Journal of Operational Research

Aigerim Bogyrbayeva

Changhyun Kwon

2021/8/16

An iterative combinatorial auction design for fractional ownership of autonomous vehicles

International Transactions in Operational Research

Aigerim Bogyrbayeva

Mahdi Takalloo

Hadi Charkhgard

Changhyun Kwon

2021/7

Solving the winner determination problem in combinatorial auctions for fractional ownership of autonomous vehicles

International Transactions in Operational Research

Mahdi Takalloo

Aigerim Bogyrbayeva

Hadi Charkhgard

Changhyun Kwon

2021/7

A reinforcement learning approach for rebalancing electric vehicle sharing systems

IEEE Transactions on Intelligent Transportation Systems

Aigerim Bogyrbayeva

Sungwook Jang

Ankit Shah

Young Jae Jang

Changhyun Kwon

2021/6/16

Measuring the Impact of the Large-scale Adoption of Ridesharing on the Spread of Infectious Diseases

Diwas Paudel

Kevin A Melendez

Daniel Chacreton

Tapas K Das

Miguel Reina Ortiz

...

2021/3/31

An Attention-LSTM Hybrid Model for the Coordinated Routing of Multiple Vehicles

Aigerim Bogyrbayeva

Taehyun Yoon

Hanbum Ko

Sungbin Lim

Hyokun Yun

...

2021/10/6

Generalized stable user matching for autonomous vehicle co-ownership programs

Service Science

Anpeng Zhang

Jee Eun Kang

Changhyun Kwon

2020/6

Multi-day scenario analysis for battery electric vehicle feasibility assessment and charging infrastructure planning

Transportation Research Part C: Emerging Technologies

Anpeng Zhang

Jee Eun Kang

Changhyun Kwon

2020/2/1

Optimal operation of a system of charging hubs and a fleet of shared autonomous electric vehicles

Applied Energy

Kevin Melendez

Tapas K. Das

Changhyun Kwon

2020/12

A Nash-bargaining model for trading of electricity between aggregations of peers

International Journal of Electrical Power & Energy Systems

Kevin Melendez

Tapas K. Das

Changhyun Kown

2020/12

See List of Professors in Changhyun Kwon University(University of South Florida)

Co-Authors

H-index: 33
Tao Yao

Tao Yao

Penn State University

H-index: 19
Hadi Gard (Charkhgard)

Hadi Gard (Charkhgard)

University of South Florida

H-index: 7
Vignesh Subramanian

Vignesh Subramanian

University of South Florida

H-index: 5
Kevin Melendez

Kevin Melendez

University of South Florida

H-index: 5
Aigerim Bogyrbayeva

Aigerim Bogyrbayeva

University of South Florida

H-index: 5
Mahdi Takalloo

Mahdi Takalloo

University of South Florida

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