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Changhyun Kwon

Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, Florida, USA

The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration

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Apr 21, 2025
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Neural Combinatorial Optimization for Real-World Routing

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Mar 20, 2025
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CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems

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Jan 06, 2025
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PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization

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Sep 05, 2024
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Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems

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Oct 22, 2023
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A Hybrid Genetic Algorithm for the min-max Multiple Traveling Salesman Problem

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Jul 14, 2023
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A Neural Separation Algorithm for the Rounded Capacity Inequalities

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Jun 29, 2023
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A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone

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Mar 01, 2023
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A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone

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Dec 31, 2021
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A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems

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Oct 05, 2020
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