Výsledky vyhledávání - "automated algorithm configuration"

Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes

Autoři: Oliver Ludger Preuß Carolin Mensendiek Jeroen Rook a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :58-66

Selector: Ensemble-Based Automated Algorithm Configuration

Autoři: Weiß, Dimitri Schede, Elias Arnold Tierney, Kevin

Zdroj: Journal of Heuristics. 31

Témata: SAT, Algorithm configuration, CVRP, Ensemble optimization, TSP, MAX-SAT, MILP

Přístupová URL adresa: https://pub.uni-bielefeld.de/record/3005899
https://doi.org/10.1007/s10732-025-09561-6

Using Automated Algorithm Configuration for Parameter Control

Autoři: Chen, Deyao Buzdalov, Maxim Doerr, Carola a další

Přispěvatelé: Chen, Deyao Buzdalov, Maxim Doerr, Carola a další

Zdroj: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. :38-49

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, algorithm configuration, parameter control, Computer Science - Neural and Evolutionary Computing, 0102 computer and information sciences, 02 engineering and technology, [INFO] Computer Science [cs], 01 natural sciences, genetic algorithms, Machine Learning (cs.LG), evolutionary computation, 0202 electrical engineering, electronic engineering, information engineering, benchmarking, Neural and Evolutionary Computing (cs.NE)

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2302.12334
https://hal.sorbonne-universite.fr/hal-04180594v1/document
https://doi.org/10.1145/3594805.3607127
https://hal.sorbonne-universite.fr/hal-04180594v1

A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)

Autoři: Elias Schede Jasmin Brandt Alexander Tornede a další

Zdroj: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. :6964-6968

On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems

Autoři: Jeroen Rook Heike Trautmann Jakob Bossek a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :356-359

Témata: Multi-objective optimization, 2024 OA procedure, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Multi-modality, Configuration

Landscape-Aware Automated Algorithm Configuration Using Multi-output Mixed Regression and Classification

Autoři: Fu Xing Long Moritz Frenzel Peter Krause a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031700675

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2409.01446

On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems

Autoři: Oliver Ludger Preuß Jeroen Rook Heike Trautmann

Zdroj: Lecture Notes in Computer Science ISBN: 9783031568510

A Survey of Methods for Automated Algorithm Configuration

Autoři: Schede, Elias Arnold Brandt, Jasmin Tornede, Alexander a další

Zdroj: Journal of Artificial Intelligence Research. 75:425-487

Témata: Software Engineering (cs.SE), FOS: Computer and information sciences, Computer Science - Software Engineering, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, I.2.6, 0202 electrical engineering, electronic engineering, information engineering, 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences

Přístupová URL adresa: http://arxiv.org/abs/2202.01651
https://pub.uni-bielefeld.de/record/2966729
https://epub.ub.uni-muenchen.de/94661/

Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification

Autoři: Long, Fu Xing Frenzel, Moritz Krause, Peter a další

Témata: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, text

URL: http://arxiv.org/abs/2409.01446

Multi-objective approaches for automated algorithm configuration and selection

Autoři: Jeroen George Rook

Automated algorithm configuration and design

Autoři: Leslie Pérez Cáceres Manuel López-Ibáñez Thomas Stützle

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :997-1019

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

Speeding up neural network verification via automated algorithm configuration

Autoři: König, H.M.T. Hoos, H.H. Rijn, J.N. van

Témata: Automated algorithm configuration, AI safety, Neural network verification, SMAC, AutoML

Přístupová URL adresa: https://hdl.handle.net/1887/3277268

ACCELERATING AUTOMATED ALGORITHM CONFIGURATION USING HISTORICAL PERFORMANCE DATA

Automated Algorithm Configuration

Autoři: Weiß, Dimitri

Popis souboru: application/pdf

Přístupová URL adresa: https://pub.uni-bielefeld.de/record/3006393

Automated algorithm configuration and design

Autoři: Manuel López-Ibáñez Thomas Stützle

Zdroj: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. :1075-1100

Automated Algorithm Configuration for Hard Optimization Problems: Ph.D. Thesis

Autoři: Yuan, Zhi

Témata: algorithm design and engineering, post-selection, metaheuristics, mixed variable optimization, swarm intelligence, statistical racing, automated algorithm configuration, stochastic optimization, Sciences de l'ingénieur, optimization, black-box optimization, heuristic optimization, operations research

Popis souboru: 1 full-text file(s): application/pdf

Přístupová URL adresa: http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/294872

Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration

Autoři: Risto Trajanov Ana Nikolikj Gjorgjina Cenikj a další

Přispěvatelé: Risto Trajanov Ana Nikolikj Gjorgjina Cenikj a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031147135
Trajanov, R, Nikolikj, A, Cenikj, G, Teytaud, F, Videau, M, Teytaud, O, Eftimov, T, López-Ibáñez, M & Doerr, C 2022, Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration. in G Rudolph, A V Kononova, H Aguirre, P Kerschke, G Ochoa & T Tušar (eds), PPSN 2022: Parallel Problem Solving from Nature – PPSN XVII : 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022, Proceedings, Part I. vol. PPSN 2022, Lecture Notes in Computer Science, vol. 13398, Springer Nature, Cham, Switzerland, pp. 18-31. https://doi.org/10.1007/978-3-031-14714-2_2

Témata: FOS: Computer and information sciences, Black-box Optimization, algorithm configuration, Algorithm Selection, [INFO.INFO-NE] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE], 0211 other engineering and technologies, Computer Science - Neural and Evolutionary Computing, Evolutionary computation, 02 engineering and technology, Algorithm selection, Black-box optimization, 0202 electrical engineering, electronic engineering, information engineering, Algorithm Configuration, Neural and Evolutionary Computing (cs.NE), Evolutionary Computation

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2209.04412
https://hal.sorbonne-universite.fr/hal-03740762v1
https://doi.org/10.1007/978-3-031-14714-2_2
https://hal.sorbonne-universite.fr/hal-03740762v1/document

Improving the computational efficiency of stochastic programs using automated algorithm configuration: an application to decentralized energy systems

Autoři: Lars Kotthoff Valentin Bertsch Holger H. Hoos a další

Zdroj: Annals of Operations Research.

Témata: OR in energy Large-scale optimization Stochastic programming Uncertainty modeling Automated algorithm configuration Sequential model-based algorithm configuration, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 7. Clean energy

Přístupová URL adresa: https://link.springer.com/article/10.1007/s10479-018-3122-6

Extending the 'Open-Closed Principle' to Automated Algorithm Configuration

Autoři: Swan, Jerry Adriænsen, Stephen Barwell, Adam David a další

Přispěvatelé: Swan, Jerry Adriænsen, Stephen Barwell, Adam David a další

Zdroj: Evolutionary Computation. 27:173-193

Témata: QA75, Time Factors, QA75 Electronic computers. Computer science, T-NDAS, Search based software engineering, Metaheuristics, 02 engineering and technology, QA76, Pattern Recognition, Automated, QA76 Computer software, Automatic programming, 0202 electrical engineering, electronic engineering, information engineering, Heuristics, Humans, Computer Simulation, Ant programming, 4. Education, Models, Theoretical, Programming by optimization, Functional programming, Systems self assembly, Automated design of algorithms, Algorithms, Software

Popis souboru: application/pdf

Přístupová URL adresa: https://research-repository.st-andrews.ac.uk/bitstream/10023/16809/1/Paper.pdf
https://pubmed.ncbi.nlm.nih.gov/30557042
https://research-repository.st-andrews.ac.uk/bitstream/10023/16809/1/Paper.pdf
https://dblp.uni-trier.de/db/journals/ec/ec27.html#SwanABHW19
https://doi.org/10.1162/evco_a_00245
https://direct.mit.edu/evco/article/27/1/173/1082/Extending-the-Open-Closed-Principle-to-Automated
https://www.ncbi.nlm.nih.gov/pubmed/30557042
https://ieeexplore.ieee.org/document/8660769/
http://eproof.aptaracorp.com/powerproof2/adp.do?aid=7037628478200228772
https://hdl.handle.net/10023/16809

Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration

Autoři: Trajanov, Risto Nikolikj, Ana Cenikj, Gjorgjina a další

Témata: Computer Science - Neural and Evolutionary Computing, text

URL: http://arxiv.org/abs/2209.04412