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Automated Configuration of Evolutionary Algorithms via Deep Reinforcement Learning for Constrained Multiobjective Optimization
Ming, F. ; Gong, W. ; Xue, B. ; et al.
IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 55(12):5877-5890 Dec, 2025
A method for the automated configuration of anytime portfolios of algorithms
Schede, Elias ; Tierney, Kevin
In European Journal of Operational Research 1 March 2026 329(2):577-590
Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration
17th Conference on Parallel Problem Solving from Nature (PPSN)
Trajanov, Risto ; Nikolikj, Ana ; Cenikj, Gjorgjina ; et al.
Lecture notes in computer science. 13398:18-31
Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification
Long, Fu Xing ; Frenzel, Moritz ; Krause, Peter ; et al.
How Much Data Is Sufficient to Learn High-Performing Algorithms?
Balcan, Maria-Florina ; Deblasio, Dan ; Dick, Travis ; et al.
Journal of the ACM. Oct2024, Vol. 71 Issue 5, p1-58. 58p.
Toward automated algorithm configuration for distributed hybrid flow shop scheduling with multiprocessor tasks
Gholami, Hadi ; Sun, Hongyang
In Knowledge-Based Systems 15 March 2023 264
Selector: Ensemble-Based Automated Algorithm Configuration
Weiß, Dimitri ; Schede, Elias Arnold ; Tierney, Kevin
A data-driven methodology for the automated configuration of online algorithms
Dunke, Fabian ; Nickel, Stefan
In Decision Support Systems October 2020 137
Using Automated Algorithm Configuration for Parameter Control
Chen, Deyao ; Buzdalov, Maxim ; Doerr, Carola ; et al.
Overcoming scalability challenges in multi-objective flexible jobshop scheduling algorithms by automatic configuration
Zhang, Xuwei ; Liu, Shixin ; Zhao, Ziyan ; et al.
In Applied Soft Computing February 2026 188
Automated Dynamic Algorithm Configuration
Adriaensen, Steven ; Biedenkapp, André ; Shala, Gresa ; et al.
A Survey of Methods for Automated Algorithm Configuration
Schede, Elias ; Brandt, Jasmin ; Tornede, Alexander ; et al.
The Impact of Automated Algorithm Configuration on the Scaling Behaviour of State-of-the-Art Inexact TSP Solvers
Learning and intelligent optimization
Mu, Zongxu ; Hoos, Holger H. ; Stützle, Thomas
Lecture notes in computer science. 10079:157-172
Automated Algorithm Configuration: Advances and Prospects
Intelligent and distributed computing
Stutzle, T.
STUDIES IN COMPUTATIONAL INTELLIGENCE. 570:5-8
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization
Prager, Raphael Patrick ; Vinzent Seiler, Moritz ; Trautmann, Heike ; et al.
2021 IEEE Symposium Series on Computational Intelligence (SSCI) Computational Intelligence (SSCI), 2021 IEEE Symposium Series on. :1-8 Dec, 2021
Encoding Adaptability of Software Engineering Tools as Algorithm Configuration Problem: A Case Study
Basmer, Maike ; Kehrer, Timo
2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW) ASEW Automated Software Engineering Workshop (ASEW), 2019 34th IEEE/ACM International Conference on. :86-89 Nov, 2019