Jianrong Zhou
- Reinforced Lin-Kernighan-Helsgaun Algorithms for the Traveling Salesman Problems
2022/07/08 by Jiongzhi Zheng, Kun He, Zheng, Jiongzhi +7 · 5 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Constraint Satisfaction and Optimization #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Vehicle Routing Optimization Methods
- Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem
2020/12/08 by Jiongzhi Zheng, Zheng, Jiongzhi, Kun He +7 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics #Vehicle Routing Optimization Methods
- Farsighted Probabilistic Sampling: A General Strategy for Boosting Local Search MaxSAT Solvers
2021/08/23 by Jiongzhi Zheng, Zheng, Jiongzhi, Kun He +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Advanced biosensing and bioanalysis techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Optimization and Search Problems
- BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit
2022/01/14 by Jiongzhi Zheng, Kun He, Zheng, Jiongzhi +9 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Optimization and Search Problems