Výsledky vyhľadávania - "neural combinatorial optimization"

Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing

Autori: Xiang-Jie Xiao Yong Wang Pei-Qiu Huang a ďalší

Zdroj: IEEE Transactions on Vehicular Technology. 74:10869-10880

Predmety: task offloading, multiobjective, neural combinatorial optimization, mobile edge computing, encoder-decoder model

Popis súboru: Print-Electronic

Prístupová URL adresa: https://bura.brunel.ac.uk/handle/2438/30986

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

Autori: Smit, Igor G. Wu, Yaoxin Troubil, Pavel a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 39:26678-26687

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), math.OC, Computer Science - Artificial Intelligence, Optimization and Control (math.OC), cs.LG, FOS: Mathematics, cs.AI, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2412.14052

N(CO)2 : Neural Combinatorial Optimization with Chance Constraints to Solve Stochastic Orienteering

Autori: Anas Saeed Marcos Abel Zuzuárregui Stefano Carpin

Zdroj: 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE). :2614-2621

A hybrid neural combinatorial optimization framework assisted by automated algorithm design

Autori: Liang Ma Xingxing Hao Wei Zhou a ďalší

Zdroj: Complex & Intelligent Systems, Vol 10, Iss 6, Pp 8233-8247 (2024)

Predmety: Transformer, Electronic computers. Computer science, Reinforcement learning, QA75.5-76.95, Information technology, T58.5-58.64, Neural combinatorial optimization, Automated algorithm design

Prístupová URL adresa: https://doaj.org/article/bec8f8d726b944ed96992d17dfb9ccba

Neural combinatorial optimization for multi-rendezvous mission design

Autori: Antonio López Rivera Marc Naeije

Zdroj: Advances in Space Research. 75:7306-7326

Neural combinatorial optimization: A tutorial

Autori: Angioni D. Archetti C. Speranza M. G.

Zdroj: Computers & Operations Research. 182:107102

Predmety: Neural Combinatorial Optimization, Reinforcement learning, Deep neural networks, Traveling salesman problem

A Learning-Based Assembly Sequence Planning Method Using Neural Combinatorial Optimization With Satisfactory Generalization Ability

Autori: Ruiming Hou Sheng Xu Chenguang Yang a ďalší

Zdroj: IEEE Transactions on Automation Science and Engineering. 22:8952-8964

Predmety: Contact matrix, Reinforcement learning (RL), Assembly sequence planning (ASP), Neural com- binatorial optimization (NCO), Pointer network

CL4CO: A Curriculum Training Framework for Graph-Based Neural Combinatorial Optimization

Autori: Yang Liu Chuan Zhou Peng Zhang a ďalší

Zdroj: 2024 IEEE International Conference on Data Mining (ICDM). :779-784

Applicability of Neural Combinatorial Optimization: A Critical View

Autori: Andoni I. Garmendia Josu Ceberio Alexander Mendiburu

Zdroj: ACM Transactions on Evolutionary Learning and Optimization. 4:1-26

Predmety: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Neural Combinatorial Optimization on Heterogeneous Graphs: An Application to the Picker Routing Problem in Mixed-shelves Warehouses: An Application to the Picker Routing Problem in Mixed-Shelves Warehouses

Autori: Luttmann, Laurin Xie, Lin

Zdroj: Luttmann, L & Xie, L 2024, ' Neural Combinatorial Optimization on Heterogeneous Graphs : An Application to the Picker Routing Problem in Mixed-Shelves Warehouses ', Proceedings International Conference on Automated Planning and Scheduling, ICAPS, vol. 34, pp. 351-359 . https://doi.org/10.1609/icaps.v34i1.31494

Predmety: name=Artificial Intelligence, name=Informatics, 11. Sustainability, 15. Life on land, name=Computer Science Applications, 7. Clean energy, name=Information Systems and Management, name=Business informatics, 12. Responsible consumption

Prístupová URL adresa: https://research.utwente.nl/en/publications/bd02852c-cc02-446c-aa9d-39c50f03a4da
http://fox.leuphana.de/portal/de/publications/neural-combinatorial-optimization-on-heterogeneous-graphs(7f234bc6-56c8-44f8-bd71-26f39b89ddb0).html
https://www.mendeley.com/catalogue/902ad777-11b2-3244-a109-e5a0f7792fbd/
https://doi.org/10.1609/icaps.v34i1.31494
http://www.scopus.com/inward/record.url?scp=85195895250&partnerID=8YFLogxK

Hamiltonian-Based Quantum Reinforcement Learning for Neural Combinatorial Optimization

Autori: Kruse, Georg Coehlo, Rodrigo Rosskopf, Andreas a ďalší

Zdroj: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE). :1617-1627

Predmety: FOS: Computer and information sciences, Quantum Physics, Computer Science - Machine Learning, FOS: Physical sciences, Quantum Physics (quant-ph), Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2405.07790

Neural Combinatorial Optimization by Means of Partial Solution Strategies

Autori: Andoni Irazusta Garmendia Josu Ceberio Alexander Mendiburu

Zdroj: 2024 IEEE Congress on Evolutionary Computation (CEC). :1-8

Recurrent State Encoders for Efficient Neural Combinatorial Optimization

Autori: Dernedde, Tim Thyssens, Daniela Schmidt-Thieme, Lars

Predmety: Machine Learning, FOS: Computer and information sciences, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2509.05084

Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem

Autori: Wu, Xuan Wang, Di Wu, Chunguo a ďalší

Predmety: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2507.21386

Neural Combinatorial Optimization for Real-World Routing

Autori: Son, Jiwoo Zhao, Zhikai Berto, Federico a ďalší

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2503.16159

Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees

Autori: Luo, Fu Wu, Yaoxin Zheng, Zhi a ďalší

Predmety: Machine Learning, FOS: Computer and information sciences, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2505.24627

BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization

Autori: Liao, Zijun Chen, Jinbiao Wang, Debing a ďalší

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2503.07580

Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning

Autori: Chen, Yuanyao Chen, Rongsheng Luo, Fu a ďalší

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2506.02392

Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret

Autori: Rui Sun Zhi Zheng Zhenkun Wang

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 38:20803-20811

EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization

Autori: Kai Wang Haoyu Liu Zhipeng Hu a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 38:9098-9106