A Neural Solver With Traversal-Based Feature Representation and Adjacent Attention for Capacitated Arc Routing Problem

Συγγραφείς: Jia, Y., Zheng, Q., Wang, Y., Mei, Y., Chen, W., Lin, Z.

Πηγή: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 26(12):22329-22343 Dec, 2025

Distance-Aware Attention Reshaping for Enhancing Generalization of Neural Solvers

Συγγραφείς: Wang, Y., Jia, Y., Chen, W., Mei, Y.

Πηγή: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(10):18900-18914 Oct, 2025

Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing

Συγγραφείς: Xiao, X., Wang, Y., Huang, P., Wang, K.

Πηγή: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 74(7):10869-10880 Jul, 2025

Boosting Zero-Shot Generalization Performance of Constructive NCO Approaches for Large-Scale TSP

Συγγραφείς: Chen, Xinwei, Zhang, Li, Li, Shijian, Pan, Gang

Πηγή: 2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-8 Jun, 2025

Relation: 2025 International Joint Conference on Neural Networks (IJCNN)

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

Συγγραφείς: Liu, Yang, Zhou, Chuan, Zhang, Peng, Li, Zhao, Zhang, Shuai, Lin, Xixun, Wu, Xindong

Πηγή: 2024 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2024 IEEE International Conference on. :779-784 Dec, 2024

Relation: 2024 IEEE International Conference on Data Mining (ICDM)

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

Συγγραφείς: Hou, R., Xu, S., Yang, C., Duan, J., Wu, X., Xu, T.

Πηγή: IEEE Transactions on Automation Science and Engineering IEEE Trans. Automat. Sci. Eng. Automation Science and Engineering, IEEE Transactions on. 22:8952-8964 2025

Hamiltonian-Based Quantum Reinforcement Learning for Neural Combinatorial Optimization

Συγγραφείς: Kruse, Georg, Coelho, Rodrigo, Rosskopf, Andreas, Wille, Robert, Lorenz, Jeanette Miriam

Πηγή: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 01:1617-1627 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Online VNF Placement using Deep Reinforcement Learning and Reward Constrained Policy Optimization

Συγγραφείς: Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis

Πηγή: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) Communications and Networking (MeditCom), 2024 IEEE International Mediterranean Conference on. :269-274 Jul, 2024

Relation: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)

Dynamic Distribution Network Reconfiguration With Generation and Load Uncertainty

Συγγραφείς: Bahrami, S., Chen, Y.C., Wong, V.W.S.

Πηγή: IEEE Transactions on Smart Grid IEEE Trans. Smart Grid Smart Grid, IEEE Transactions on. 15(6):5472-5484 Nov, 2024

Learning Feature Embedding Refiner for Solving Vehicle Routing Problems

Συγγραφείς: Li, J., Ma, Y., Cao, Z., Wu, Y., Song, W., Zhang, J., Chee, Y.M.

Πηγή: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 35(11):15279-15291 Nov, 2024

FOG: A Unified Framework for Federated Combinatorial Optimization on Graphs

Συγγραφείς: Liu, Shiqing, Ruckert, Ulrich, Jin, Yaochu

Πηγή: 2024 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2024 IEEE Congress on. :1-8 Jun, 2024

Relation: 2024 IEEE Congress on Evolutionary Computation (CEC)

Fragmentation-Aware VNF Placement: A Deep Reinforcement Learning Approach

Συγγραφείς: Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis

Πηγή: ICC 2024 - IEEE International Conference on Communications Communications, ICC 2024 - IEEE International Conference on. :5257-5262 Jun, 2024

Relation: ICC 2024 - IEEE International Conference on Communications

Comparison-Based Beam Search for Constructive NCO Approaches

Συγγραφείς: Chen, Xinwei^Aff14, Tian, Huiyuan^Aff14, Zhang, Li^Aff15, Huang, Runhe^Aff16, Li, Shijian^{Aff14, Aff17}

Συνεισφορές: Hartmanis, Juris, Founding Editor^Aff1, Goos, Gerhard, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Taniguchi, Tadahiro, editor^Aff7, Leung, Chi Sing Andrew, editor^Aff8, Kozuno, Tadashi, editor^Aff9, Yoshimoto, Junichiro, editor^Aff10, Mahmud, Mufti, editor^Aff11, Doborjeh, Maryam, editor^Aff12, Doya, Kenji, editor^Aff13

Πηγή: Neural Information Processing : 32nd International Conference, ICONIP 2025, Okinawa, Japan, November 20–24, 2025, Proceedings, Part I. 16309:306-320

Self-improvement for Computerized Adaptive Testing

Συγγραφείς: Rudolph, Yannick^Aff15, Neubauer, Kai^Aff15, Brefeld, Ulf^Aff15

Συνεισφορές: Goos, Gerhard, Founding Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Ribeiro, Rita P., editor^Aff7, Pfahringer, Bernhard, editor^Aff8, Japkowicz, Nathalie, editor^Aff9, Larrañaga, Pedro, editor^Aff10, Jorge, Alípio M., editor^Aff11, Soares, Carlos, editor^Aff12, Abreu, Pedro H., editor^Aff13, Gama, João, editor^Aff14

Πηγή: Machine Learning and Knowledge Discovery in Databases. Research Track : European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part II. 16014:70-86

Navigating Activity Cliffs with Neural Combinatorial Optimization: A Graph-Based Roadmap for Drug Discovery

Συγγραφείς: Sorathiya, Vatsal, Kumar, Mohit, Saxena, Jai, Garai, Baishali, Saha, Jayita

Πηγή: 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) Contemporary Computing and Communications (InC4), 2024 IEEE International Conference on. 1:1-6 Mar, 2024

Relation: 2024 IEEE International Conference on Contemporary Computing and Communications (InC4)

Machine Learning to Solve Vehicle Routing Problems: A Survey

Συγγραφείς: Bogyrbayeva, A., Meraliyev, M., Mustakhov, T., Dauletbayev, B.

Πηγή: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 25(6):4754-4772 Jun, 2024

Optimizing Resource Fragmentation in Virtual Network Function Placement Using Deep Reinforcement Learning

Συγγραφείς: Mohamed, R., Avgeris, M., Leivadeas, A., Lambadaris, I.

Πηγή: IEEE Transactions on Machine Learning in Communications and Networking Trans. Mach. Learn. Comm. Netw. Machine Learning in Communications and Networking, IEEE Transactions on. 2:1475-1491 2024

Deep Reinforcement Learning Based Container Cluster Placement Strategy in Edge Computing Environment

Συγγραφείς: Chen, Zhuo, Zhu, Bowen

Πηγή: GLOBECOM 2022 - 2022 IEEE Global Communications Conference Global Communications Conference(48099), GLOBECOM 2022 - 2022 IEEE. :2212-2217 Dec, 2022

Relation: GLOBECOM 2022 - 2022 IEEE Global Communications Conference

Deep Learning in Search Heuristics

Συγγραφείς: Gast Zepeda, Nayeli^Aff4, Hottung, André^Aff4, Tierney, Kevin^Aff4

Συνεισφορές: Martí, Rafael, editor^Aff1, Pardalos, Panos M., editor^Aff2, Resende, Mauricio G.C., editor^Aff3

Πηγή: Handbook of Heuristics. :71-88

Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems

Συγγραφείς: Shao, Y., Lin, J.C., Srivastava, G., Guo, D., Zhang, H., Yi, H., Jolfaei, A.

Πηγή: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 34(4):2133-2143 Apr, 2023