Efficient Neural Neighborhood Search for Pickup and Delivery Problems

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Efficient Neural Neighborhood Search for Pickup and Delivery Problems

International Joint Conference on Artificial Intelligence (IJCAI), 2022

25 April 2022

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Papers citing "Efficient Neural Neighborhood Search for Pickup and Delivery Problems"

19 / 19 papers shown

Title
Learning to Segment for Vehicle Routing Problems Wenbin Ouyang Sirui Li Yining Ma Cathy Wu 161 4 0 22 Jun 2025
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2024 Federico Julian Camerota Verdù Lorenzo Castelli Luca Bortolussi OffRL 262 3 0 13 Dec 2024
Learning to Handle Complex Constraints for Vehicle Routing ProblemsNeural Information Processing Systems (NeurIPS), 2024 Jieyi Bi Yining Ma Jianan Zhou Wen Song Zhiguang Cao Yaoxin Wu Jie Zhang 264 26 0 28 Oct 2024
Hierarchical Neural Constructive Solver for Real-world TSP ScenariosKnowledge Discovery and Data Mining (KDD), 2024 Yong Liang Goh Zhiguang Cao Yining Ma Yanfei Dong Mohammed Haroon Dupty Wee Sun Lee 196 10 0 07 Aug 2024
RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto Chuanbo Hua Nayeli Gast Zepeda André Hottung N. Wouda L. Lan Kevin Tierney Minjun Kim Jinkyoo Park 402 38 0 21 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 739 25 0 01 Jun 2024
Learning to optimize: A tutorial for continuous and mixed-integer optimization Xiaohan Chen Jialin Liu Wotao Yin 174 13 0 24 May 2024
Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning Zeyuan Ma Jiacheng Chen Hongshu Guo Yining Ma Yue-Jiao Gong 221 15 0 12 Apr 2024
Ant Colony Sampling with GFlowNets for Combinatorial OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 364 49 0 11 Mar 2024
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-OptNeural Information Processing Systems (NeurIPS), 2023 Yining Ma Zhiguang Cao Yeow Meng Chee 249 75 0 27 Oct 2023
Neural Multi-Objective Combinatorial Optimization with Diversity EnhancementNeural Information Processing Systems (NeurIPS), 2023 Jinbiao Chen Zizhen Zhang Zhiguang Cao Yaoxin Wu Yining Ma Te Ye Jiahai Wang 215 17 0 22 Oct 2023
Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems Kuan Xu Li Shen Lindong Liu 236 11 0 15 Oct 2023
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark Federico Berto Chuanbo Hua Minjun Kim Laurin Luttmann Yining Ma ... Guojie Song Changhyun Kwon Kevin Tierney Lin Xie Jinkyoo Park OffRL 469 29 0 29 Jun 2023
Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity ContextAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiwoo Son Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jinkyoo Park 320 23 0 05 Jun 2023
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial OptimizationInternational Conference on Machine Learning (ICML), 2023 Jiwoo Son Minsu Kim Hyeon-Seob Kim Jinkyoo Park 231 29 0 05 Jun 2023
Neural Airport Ground Handling Yaoxin Wu Jianan Zhou Yunwen Xia Xianli Zhang Zhiguang Cao Jie Zhang AI4TS 177 19 0 04 Mar 2023
Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service Jiyao Li V. Allan 65 2 0 12 Dec 2022
Learning Generalizable Models for Vehicle Routing Problems via Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2022 Jieyi Bi Yining Ma Jiahai Wang Zhiguang Cao Jinbiao Chen Yuan Sun Yeow Meng Chee 225 77 0 14 Oct 2022
Simulation-guided Beam Search for Neural Combinatorial OptimizationNeural Information Processing Systems (NeurIPS), 2022 Jinho Choo Yeong-Dae Kwon Jihoon Kim Jeongwoo Jae André Hottung Kevin Tierney Youngjune Gwon 323 94 0 13 Jul 2022