دنبال کردن
Yuan Sun
عنوان
نقل شده توسط
نقل شده توسط
سال
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges‏
MA Muñoz, Y Sun, M Kirley, SK Halgamuge‏
Information Sciences 317, 224-245, 2015‏
2522015
A recursive decomposition method for large scale continuous optimization‏
Y Sun, M Kirley, SK Halgamuge‏
IEEE Transactions on Evolutionary Computation 22 (5), 647-661, 2017‏
2032017
Extended differential grouping for large scale global optimization with direct and indirect variable interactions‏
Y Sun, M Kirley, SK Halgamuge‏
Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015‏
1512015
Decomposition for large-scale optimization problems with overlapping components‏
Y Sun, X Li, A Ernst, MN Omidvar‏
2019 IEEE congress on evolutionary computation (CEC), 326-333, 2019‏
962019
Improving mmd-gan training with repulsive loss function‏
W Wang, Y Sun, S Halgamuge‏
Seventh International Conference on Learning Representations (ICLR) 2019, 2019‏
952019
Adaptive threshold parameter estimation with recursive differential grouping for problem decomposition‏
Y Sun, MN Omidvar, M Kirley, X Li‏
Proceedings of the genetic and evolutionary computation conference, 889-896, 2018‏
702018
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation‏
J Bi, Y Ma, J Wang, Z Cao, J Chen, Y Sun, YM Chee‏
Advances in Neural Information Processing Systems, 2022‏
672022
Quantifying variable interactions in continuous optimization problems‏
Y Sun, M Kirley, SK Halgamuge‏
IEEE Transactions on Evolutionary Computation 21 (2), 249-264, 2016‏
492016
Generalization of machine learning for problem reduction: a case study on travelling salesman problems‏
Y Sun, A Ernst, X Li, J Weiner‏
OR Spectrum 43, 607–633, 2021‏
452021
On the selection of fitness landscape analysis metrics for continuous optimization problems‏
Y Sun, SK Halgamuge, M Kirley, MA Munoz‏
7th International Conference on Information and Automation for …, 2014‏
362014
Using statistical measures and machine learning for graph reduction to solve maximum weight clique problems‏
Y Sun, X Li, A Ernst‏
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (5), 1746 …, 2021‏
332021
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring‏
Y Shen, Y Sun, X Li, A Eberhard, A Ernst‏
The Thirty-Six AAAI Conference on Artificial Intelligence (AAAI-22), 2022‏
302022
Learning primal heuristics for mixed integer programs‏
Y Shen, Y Sun, A Eberhard, X Li‏
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021‏
302021
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning‏
Y Sun, S Wang, Y Shen, X Li, AT Ernst, M Kirley‏
Computers & Operations Research, 2022‏
282022
Public transport planning: When transit network connectivity meets commuting demand‏
S Wang, Y Sun, C Musco, Z Bao‏
Proceedings of the 2021 International Conference on Management of Data, 1906 …, 2021‏
282021
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection‏
S Wang, Y Sun, Z Bao‏
Proceedings of the VLDB Endowment, 2020‏
282020
Solving the Maximum Edge Disjoint Path Problem Using a Modified Lagrangian Particle Swarm Optimisation Hybrid‏
J Weiner, AT Ernst, X Li, Y Sun, K Deb‏
European Journal of Operational Research 293 (3), 847-862, 2021‏
142021
Cooperative co-evolution with online optimizer selection for large-scale optimization‏
Y Sun, M Kirley, X Li‏
Proceedings of the Genetic and Evolutionary Computation Conference, 1079-1086, 2018‏
142018
Adaptive solution prediction for combinatorial optimization‏
Y Shen, Y Sun, X Li, A Eberhard, A Ernst‏
European Journal of Operational Research 309 (3), 1392-1408, 2023‏
102023
A Resource-Aware Deep Cost Model for Big Data Query Processing‏
Y Li, L Wang, S Wang, Y Sun, Z Peng‏
IEEE International Conference on Data Engineering, 2022‏
102022
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مقاله‌ها 1–20